{"as_of":"2026-08-19T18:16:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0d642f510a6039ec97f31f935cadfeb7bf1642fe16f6688036a35ca288427352","coverage":[{"denominator":111,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T22:07:37.721531Z","state":"measured"},{"denominator":101,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":101,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T22:01:49.520009Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-05T22:01:49.548784Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"cited_work":{"arxiv_id":"2508.07585","doi":null,"metadata_source":"pith","pith_arxiv_id":"2508.07585","snapshot_observed_at":"2026-08-05T22:01:49.548784Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","venue":"cs.CV","work_id":"9107ff57-1be7-43ac-b7c0-8480f4260989","year":2025},"citing_paper":{"arxiv_id":"2508.07583","last_updated":"2025-08-11T03:27:34Z","snapshot_observed_at":"2026-08-17T05:12:37.760924Z","submitted_at":"2025-08-11T03:27:34Z","title":"MiqroForge: An Intelligent Workflow Platform for Quantum-Enhanced Computational Chemistry","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T22:01:49.520009Z"},"links":{"cited_paper":"/paper/2508.07585","citing_paper":"/paper/2508.07583"},"observation_digest":"sha256:e6c1936e179ec18f50138f1fbbad34b092dc8dff96c48c86539ef5a60a716dbd","observation_id":"2d259d2a-aa48-405c-bff4-15e4bf913385","resolution":{"observed_at":"2026-08-05T22:01:49.554372Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2508.07585/citation-record","integrity":"/paper/2508.07585/integrity","json":"/paper/2508.07585/citation-record.json","paper":"/paper/2508.07585"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.635606Z","title":"Rgb-d salient object detec- tion: A survey,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.635606Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:b4702f5c05700c5c04e8f73d08c2e72ec1fa26bb8e491157acc476c361c6ef0e","observation_id":"2f1b75ef-72f2-491b-b263-de5b0d8d7570","resolution":{"observed_at":"2026-08-05T22:07:34.635606Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.701847Z","title":"Advanced deep-learning tech- niques for salient and category-specific object detection: A survey,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.701847Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:7eab2afc66176caa489ccc313a3eddc990d1458d55fe9d69cd447bbba9fe3b62","observation_id":"698191cf-5778-4865-8b1b-ff6b5699b7d9","resolution":{"observed_at":"2026-08-05T22:07:34.701847Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.815650Z","title":"Salient object detection driven by fixation prediction,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.815650Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:d6160318aa54e4a843beed5b15275bea19f5675f9545cf289baa4ed85f6ccdd2","observation_id":"6a6cc556-610d-4432-8119-77961d0642fa","resolution":{"observed_at":"2026-08-05T22:07:34.815650Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.885667Z","title":"Spatial-temporal initialization dilemma: towards realistic visual tracking,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.885667Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:1f99b0c05ef15fdb1ddfe245e0dd20192b50646f016ae1ac2b3607c136bf13b7","observation_id":"d1e9ff78-4b0a-4546-b901-6d084982c655","resolution":{"observed_at":"2026-08-05T22:07:34.885667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.953169Z","title":"Pattern-affinitive propagation across depth, surface normal and semantic segmentation,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.953169Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:023b288747f6c6b29bc71defef5435833d0afb32e2dec9176947d4013f9e2abb","observation_id":"b426f033-a452-4d96-9c7c-e26f18731dd6","resolution":{"observed_at":"2026-08-05T22:07:34.953169Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:34.974085Z","title":"Leveraging instance-, image-and dataset-level informa- tion for weakly supervised instance segmen- tation,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:34.974085Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:49bf9a8233816c42b9fec0c82c22614925ef24ddd1a9e0791c56b0dccc66c32c","observation_id":"ed337ece-ab39-4e64-b537-a2b581990f57","resolution":{"observed_at":"2026-08-05T22:07:34.974085Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.037156Z","title":"Repfinder: find- ing approximately repeated scene elements for image editing,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.037156Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:b5d32da19145ec8717cc620eb93c6107981e1f7c93cfa3f007d954a57cf3675c","observation_id":"e8f84742-6949-4e23-8181-a5349a9a3625","resolution":{"observed_at":"2026-08-05T22:07:35.037156Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.076983Z","title":"JCS: An explainable COVID-19 diagnosis Springer Nature 2021 LATEX template GAPNet 15 system by joint classification and segmenta- tion,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.076983Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:deb92641c06990eeec1b35251be38a5c9ed0a5b8760b987a495e5605bb8e7373","observation_id":"f1ef21ca-c80b-46ab-8c0b-d60e4037410f","resolution":{"observed_at":"2026-08-05T22:07:35.076983Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.111380Z","title":"Environment exploration for object-based visual saliency learning,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.111380Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:dde00ed0e885ad0dcaa764b0bd5d8705857b85bd2445fdf0932de6c1371de2c3","observation_id":"79e5be1a-c41e-4377-9c0d-03a799686512","resolution":{"observed_at":"2026-08-05T22:07:35.111380Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.157835Z","title":"Salient object detec- tion: A discriminative regional feature inte- gration approach,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.157835Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:08aa102843c00d20fbdcc20b303e9c73f9836e8e91ff72044d7d17d8e064a3a0","observation_id":"281c77e1-7e23-474e-abdc-0ce0f2a2c257","resolution":{"observed_at":"2026-08-05T22:07:35.157835Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.207241Z","title":"Salient object detection in the deep learning era: An in-depth survey,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.207241Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:231c6a4a90c378ae538eb6f61a6cf457c21f3c9550a023083896f7ba24995a42","observation_id":"b60d307c-df6b-478d-9e0c-9ca5c23fccd6","resolution":{"observed_at":"2026-08-05T22:07:35.207241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.256860Z","title":"DHSNet: Deep hier- archical saliency network for salient object detection,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.256860Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c3674568b3d348c88a4f0b21331e012b50ea1a99efef1340b8d012ba68484502","observation_id":"671f453c-63bf-4274-bf7b-374b888fdbdf","resolution":{"observed_at":"2026-08-05T22:07:35.256860Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.303394Z","title":"Amulet: Aggregating multi- level convolutional features for salient object detection,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.303394Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:95dd58830a7bb76c7d52b60a910aa74dfe8be7d2034037b4c0cd23eca983906a","observation_id":"6c3d080f-f320-4a10-b135-fecf85fa30ea","resolution":{"observed_at":"2026-08-05T22:07:35.303394Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.354225Z","title":"EGNet: Edge guidance network for salient object detec- tion,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.354225Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:dc1668d3f73801e9b6cc49de78dfa0bc6e66775a1547d2f222dea4d02c835c2f","observation_id":"3cd10f22-8764-4f96-a976-8ec1a547fc16","resolution":{"observed_at":"2026-08-05T22:07:35.354225Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.410457Z","title":"A simple pooling-based design for real-time salient object detec- tion,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.410457Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c67146eaf9b411657c944cd6e9b449244fc30a6472f52ba82ab574b1c8b9e6a3","observation_id":"b9e58291-6576-4875-978f-483fb25feeeb","resolution":{"observed_at":"2026-08-05T22:07:35.410457Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.456962Z","title":"Multi-scale interactive network for salient object detection,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.456962Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a559da08b6754bbfcdd948cd064dbc86b9d72437ed5aecc05526bc2476227e34","observation_id":"dd6e77b3-a726-4a50-8760-988560379320","resolution":{"observed_at":"2026-08-05T22:07:35.456962Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.502472Z","title":"Interactive two-stream decoder for accurate and fast saliency detection,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.502472Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:46190fb49ee0e7ef3e52beaa2326cd37a65062e7192bcbca39ec3b06e3faa333","observation_id":"cb66488b-d157-43bd-8ea8-6d042af4a0dc","resolution":{"observed_at":"2026-08-05T22:07:35.502472Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.567229Z","title":"Edn: Salient object detec- tion via extremely-downsampled network,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.567229Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:102e1bb593992cc4697dff8ce9f56868620d6a78e35f7dab1dc109d861e177a9","observation_id":"69096b49-7bf8-4ff6-bf53-014e11cd5bef","resolution":{"observed_at":"2026-08-05T22:07:35.567229Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.571772Z","title":"Salient object detec- tion via integrity learning,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.571772Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:ad144dd5ea6cf1758e6c84d9560911cc3766422669fa0b824d5132277bd56e3e","observation_id":"ba591259-6e11-43af-bac2-689651d5a75a","resolution":{"observed_at":"2026-08-05T22:07:35.571772Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.657496Z","title":"Very deep convolutional networks for large-scale image recognition,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.657496Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:cfa53db3ace58eea39a56d4ed4c4487de59801d75b474d1cdcb95742cb66ec97","observation_id":"1ba2e3b5-f930-405f-88a4-a65aa220e6ac","resolution":{"observed_at":"2026-08-05T22:07:35.657496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.764977Z","title":"Deep residual learning for image recognition,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.764977Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:640d65affabcc2a1d1fe14681c1a11637177c7efe972af82f67a1aa12a15cca3","observation_id":"5c973e09-7693-4fee-8a65-c0f59f352bf7","resolution":{"observed_at":"2026-08-05T22:07:35.764977Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:35.906051Z","title":"P2T: Pyramid pooling transformer for scene understanding,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:35.906051Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:5accf6815b1ee5e2fdb9d8e2a4afc9041255c7452e4e3af33d979ce9efa7a8f6","observation_id":"0dd10d1f-9c5d-44f8-ac48-57ff01d17927","resolution":{"observed_at":"2026-08-05T22:07:35.906051Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.051355Z","title":"Vision transformers with hierarchical attention,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.051355Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:23c51491a8d2bb63714e2dd3c4cf9a828248aa515966e88d918a2708f0293884","observation_id":"7958611c-7e32-4281-95b1-5490c0197245","resolution":{"observed_at":"2026-08-05T22:07:36.051355Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.137716Z","title":"Low-resolution self-attention for semantic segmentation,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.137716Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a8236b15faefb1dae5f6375783e79db85639528045f854aca65d11085bda30f5","observation_id":"90b1b1d9-edf0-4bc8-9a22-2a1a9a5bcd18","resolution":{"observed_at":"2026-08-05T22:07:36.137716Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.238637Z","title":"Samnet: Stereoscop- ically attentive multi-scale network for lightweight salient object detection,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.238637Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:3d30497e82e46766a0810d0c550e903152c78659d9f36870e8ebdc11e4594774","observation_id":"10b70d9b-f05e-4c4f-8581-26b481079f81","resolution":{"observed_at":"2026-08-05T22:07:36.238637Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.341348Z","title":"Effi- cient salient region detection with soft image abstraction,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.341348Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c081924e2d0cd2c5ec207b8d0f0ba161827e2d340f0fc805d9e5f1bb8548e968","observation_id":"8f842085-b86c-4b94-88e4-a0220a352479","resolution":{"observed_at":"2026-08-05T22:07:36.341348Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.453417Z","title":"MobileNetV2: Inverted residuals and linear bottlenecks,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.453417Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:0abc3d4369c92f74debc0a274fd2acf1f8027b4571d07c255ec59141c9119793","observation_id":"06261cb9-f156-49c2-9a46-2c948442e542","resolution":{"observed_at":"2026-08-05T22:07:36.453417Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.516386Z","title":"Deep contrast learning for salient object detection,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.516386Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:7b21f404cfb1d2d5b4e0b7193a5591192d224bf328b3b9dee3ea7ad33a2cdb6c","observation_id":"2ad071de-91a3-4f09-923c-2de5f861795b","resolution":{"observed_at":"2026-08-05T22:07:36.516386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.665327Z","title":"Deeply supervised salient object detection with short connec- tions,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.665327Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f93ac0bd37b3b03ef9817d01aac6bff092f169802a4ffa5d6e9e52edd89d684f","observation_id":"7f523ed4-83d5-4e6d-bb14-3daef94ad012","resolution":{"observed_at":"2026-08-05T22:07:36.665327Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.730626Z","title":"Revisit- ing computer-aided tuberculosis diagnosis,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.730626Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:681968eac38788a88558d344f9f93683bf3a031d87cf942e3571e2f2a047b0b5","observation_id":"836b48b9-fa86-4f78-97ac-6eda5686c63b","resolution":{"observed_at":"2026-08-05T22:07:36.730626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.852456Z","title":"Video polyp segmentation: A deep learning per- spective,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.852456Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:ffc3c3ed1c2574502aeb0f7f8dd910473938242283022ba89e66f80fc7150e84","observation_id":"12cd5493-ddeb-4197-92e5-c6b2a495f2a9","resolution":{"observed_at":"2026-08-05T22:07:36.852456Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:36.956176Z","title":"Frontiers in intelligent colonoscopy,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:36.956176Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:bdc932b02a0d3f1e321f3deb9839957b424ef70b16ca3a42b4b08a33b9e382d4","observation_id":"f0115369-dfe0-4fbc-8e86-ebd798e58867","resolution":{"observed_at":"2026-08-05T22:07:36.956176Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.217602Z","title":"Camouflaged object detection,","venue":null,"work_id":"fd2ad7ee-f013-44c9-bb89-234be95a53ef","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.083321Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c870c1f217d5b48b4eae3f1788f82559e91169026ccec270773e76702ce7cd19","observation_id":"a0c3d87a-83f6-41c6-930e-6ff793ca079a","resolution":{"observed_at":"2026-08-05T22:07:39.221838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.201244Z","title":"Deep gradi- ent learning for efficient camouflaged object detection,","venue":null,"work_id":"a825e46e-8cc0-4b3e-ae2e-7000a0353a07","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.227790Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:468afc434a90a78e2caea081442c8f4b7a0a0c52b567565014ea8165c8d69475","observation_id":"cfd350e3-74de-45e7-b306-21f2c063e716","resolution":{"observed_at":"2026-08-05T22:07:39.206784Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.186581Z","title":"Superpixel-based spatiotemporal saliency detection,","venue":null,"work_id":"d38096b7-d9a3-4021-a4b3-bf6e6be35288","year":2014},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.284491Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:1a1ee6dbfa94ed0e70c6961a0de6650bb9f2240b20853b3059b2eadaf0f8d41b","observation_id":"2972753b-9ad7-4d77-a1ff-3e620212884a","resolution":{"observed_at":"2026-08-05T22:07:39.191453Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.171900Z","title":"Saliency detection via graph- based manifold ranking,","venue":null,"work_id":"1fb80992-63db-4a21-bdad-761547030885","year":2013},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.408146Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:3d49843359fde30c4bd4718b4707e7936fcea95bf4c5626b47fa65ca60e93077","observation_id":"67e178e7-a9b4-4785-b090-1393ba950f9e","resolution":{"observed_at":"2026-08-05T22:07:39.176324Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.156727Z","title":"50 fps object-level saliency detec- tion via maximally stable region,","venue":null,"work_id":"2d246873-bb26-4786-b51e-94403b70b40b","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.420257Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:fbf87134aed52e28c26843a8c1ad0696089da363a430ff08d426167d6c2e8295","observation_id":"ef49c1db-f8a0-4a29-bbf2-e184d126ab37","resolution":{"observed_at":"2026-08-05T22:07:39.161565Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.141231Z","title":"Saliency detection via dense and sparse reconstruction,","venue":null,"work_id":"4df9068e-1fcd-4538-af17-33c7e7c3ed2d","year":2013},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.450577Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:797e92c265fa113d147babae7e553e5cd7aea753f057e8071c0d56cbc45777aa","observation_id":"e787b8b3-20b8-416d-87da-bd04860da54e","resolution":{"observed_at":"2026-08-05T22:07:39.145773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.126285Z","title":"Global contrast based salient region detection,","venue":null,"work_id":"a7424f91-4778-4de2-ab6e-55d01eb17f3d","year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.454647Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8c97095628e4c954aab7eea1da162418858660635d4587d7761c13930187fe4c","observation_id":"a46fd979-3c05-4bd8-b516-3030afe38448","resolution":{"observed_at":"2026-08-05T22:07:39.131005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.111393Z","title":"Salient object detec- tion: A discriminative regional feature inte- gration approach,","venue":null,"work_id":"0ba90632-0aad-4f59-bce9-a224cb56a52b","year":2017},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.458659Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8c7519acf1527ad26624bc5f6e694a303153bd8fb67da819201d940b128ccf78","observation_id":"e030e2e0-e061-46aa-8103-88bb2840599f","resolution":{"observed_at":"2026-08-05T22:07:39.115962Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.095727Z","title":"Decompo- sition and completion network for salient object detection,","venue":null,"work_id":"eb6866c8-41ba-43dd-acd7-9f899ab2ef9a","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.462651Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8a5694323df9722fb2ab8555aedae8d9638b57ae613371c21e387c8bc6bb0878","observation_id":"3c555386-e3fc-4396-b3ed-33733eafa505","resolution":{"observed_at":"2026-08-05T22:07:39.100172Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.078823Z","title":"Salient object detection with pyramid attention and salient edges,","venue":null,"work_id":"1160eeaa-7620-40b1-ae81-3b699cabbb7c","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.466751Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:ca7be76093461c87210c98b6101992f9fecdc4e5fd3daef70337c30677c2ea16","observation_id":"239a528e-181a-4145-b111-b0eae831c575","resolution":{"observed_at":"2026-08-05T22:07:39.084172Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.063940Z","title":"An iterative and cooperative top- down and bottom-up inference network for salient object detection,","venue":null,"work_id":"2e8f1540-4a69-4456-925b-25aa83d2d278","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.470856Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:405e493f719e5fe85dd0ea6edb703489cd98f21231d83ee157e56810979b235e","observation_id":"ee99ea18-c9a6-419c-8631-98327702a206","resolution":{"observed_at":"2026-08-05T22:07:39.068621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.047799Z","title":"Stacked u-shape network with channel-wise atten- tion for salient object detection,","venue":null,"work_id":"a6d42ee2-4b5c-4f6d-9e4f-4c98a9e42d35","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.475656Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:b5cb10afe6d17e5aeea203d87b97a5541686c558e60cd85af57fc48b64905aa8","observation_id":"0fba934b-b908-4555-b99e-5acb0947a000","resolution":{"observed_at":"2026-08-05T22:07:39.052869Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.029242Z","title":"Boundary informa- tion progressive guidance network for salient object detection,","venue":null,"work_id":"84061607-9996-4020-9fb3-2c8d49863e77","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.479759Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8195e543bd9005f09744d8969c5ec5b797105a426bd777c6191605ef36edf21e","observation_id":"a3850cb8-4bf5-4484-90cf-150ec1916c05","resolution":{"observed_at":"2026-08-05T22:07:39.035854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:39.012938Z","title":"Feature specific progressive improvement for salient object detection,","venue":null,"work_id":"00ca694f-afe6-4cdc-b8c8-a2df6c46db21","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.484448Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:9d4ce4b41e049592334ea27dcb3d37c6172388280551a33a27316c4e8594e1a7","observation_id":"3b905232-d133-4577-bef1-4850d8c032da","resolution":{"observed_at":"2026-08-05T22:07:39.017786Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.998069Z","title":"A simple yet effective network based on vision transformer for camouflaged object and salient object detection,","venue":null,"work_id":"10dca6fe-3dff-4d5f-be9c-80e502a2db03","year":2025},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.488678Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c59b5580169d9a0b9f12794d53efb49182f020a8e7b53937dd916620a102d0c4","observation_id":"34e0c091-326c-4beb-8c62-4b362d7d809c","resolution":{"observed_at":"2026-08-05T22:07:39.002611Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.982953Z","title":"Calibnet: Dual- branch cross-modal calibration for rgb- d salient instance segmentation,","venue":null,"work_id":"e00ec7c0-c51b-43ea-b3c6-48a88f24805c","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.493024Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f781fd97a3afe8faab654d6430126249aed9a2881469d25dc9b23d68cbb6d26a","observation_id":"3ca8164b-7334-4ab4-b9f3-7040ec5bec96","resolution":{"observed_at":"2026-08-05T22:07:38.987835Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.968342Z","title":"Reverse attention for salient object detec- tion,","venue":null,"work_id":"85ca3e3b-5a13-4bb7-9441-69df58688834","year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.497363Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:948f47bc1db78998256bcf1bff785c3c1ef2f02bff0f4a091169c6800c47510c","observation_id":"4e0245d8-9697-48fc-bb84-d3d3f14206ca","resolution":{"observed_at":"2026-08-05T22:07:38.973050Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.953053Z","title":"Com- plementary trilateral decoder for fast and accurate salient object detection,","venue":null,"work_id":"ea806d63-7a90-4c22-ae03-d26904a406ac","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.501650Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f24b6b3faa86e61935b9f3e9dcd85a4515da5aa764b8a0b8734c2bdd935107f9","observation_id":"455e8a42-335b-4685-b3a7-ee861c380551","resolution":{"observed_at":"2026-08-05T22:07:38.958092Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.938708Z","title":"Towards a complete and detail-preserved salient object detec- tion,","venue":null,"work_id":"2b4d2639-bc88-4f27-a243-d29ad4bd3b6f","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.506191Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:fdb1e851553df6f7dcfe9ee1a162dc2fad46c0bc8340d523fd976908bb009360","observation_id":"0564042f-dc89-4b00-8f6e-b79d44a85195","resolution":{"observed_at":"2026-08-05T22:07:38.943218Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.924625Z","title":"Rethinking lightweight salient object detection via network depth-width tradeoff,","venue":null,"work_id":"6d9884b3-c7cd-474d-bd3d-ae83006179ab","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.511545Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:ed741978aaa3f9a9a481fb929eeae91aa4e4bf4d549f512db35b813bcccb0d98","observation_id":"336670a9-8552-4da4-8e6b-4c2df24756c3","resolution":{"observed_at":"2026-08-05T22:07:38.929012Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.910536Z","title":"Lightweight salient object detection via hierarchical visual per- ception learning,","venue":null,"work_id":"f0c5a637-40bc-44de-b499-beaeb463452b","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.515978Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:ef38002919b3271a8428e173d6ef9a8a11564664bcad26d49f5ad0f0832672f3","observation_id":"55fac522-f81a-40a2-bcaa-948e2928dcf2","resolution":{"observed_at":"2026-08-05T22:07:38.914829Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.896160Z","title":"Densely nested top- down flows for salient object detection,","venue":null,"work_id":"04b13f7f-02b7-406e-81bd-96555391a797","year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.520432Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:5e86e49c95c967405ff98aff2a1f8e6f03d5e682963bc33dbb05c9a8ffb52609","observation_id":"b8f36027-da5d-40b1-88c1-7ffb3acd5744","resolution":{"observed_at":"2026-08-05T22:07:38.900665Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.882011Z","title":"ADM- Net: Attention-guided densely multi-scale network for lightweight salient object detec- tion,","venue":null,"work_id":"797a95eb-3e1b-47df-98ae-dbad48bcef73","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.524803Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:bb38819d72a2896069bb59108019538f537403e1884d01e204a6eb858058ae39","observation_id":"2c8bcb96-3a49-476a-a736-d5942d4e74e5","resolution":{"observed_at":"2026-08-05T22:07:38.886425Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.867053Z","title":"A highly efficient model to study the semantics of salient object detection,","venue":null,"work_id":"e80731c4-b456-412b-805e-a00b63fef3cf","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.529055Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:fa3fa7d31bedefb6a8fc3f9dc330e590df8fa4f03b79dd7cbb15c238fe5ca4e0","observation_id":"3b22dd61-fde5-4fb8-b9dc-064d9b026737","resolution":{"observed_at":"2026-08-05T22:07:38.871876Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.851202Z","title":"Elwnet: An extremely lightweight approach for real- time salient object detection,","venue":null,"work_id":"31a5ab32-1960-437a-8933-d64806ba70a4","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.533410Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f8f32a2cdee7331373dd2b5a4295a4a9f81fe019867e014f757105b6db734673","observation_id":"954213dd-5ea3-4f7b-9c15-25e9345f07a6","resolution":{"observed_at":"2026-08-05T22:07:38.856157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.836305Z","title":"Larnet: Towards lightweight, accurate and real-time salient object detection,","venue":null,"work_id":"8d95b66d-b3fe-40b0-9f1d-5d908b2692cc","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.537427Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:255e18f8c817a15f33218c2ec8428180ef3775cbcfb6dc292da9c4f403ab6938","observation_id":"f623a294-d53d-49fd-a26e-df48693f5bfc","resolution":{"observed_at":"2026-08-05T22:07:38.840948Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.822264Z","title":"Cnn-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances,","venue":null,"work_id":"1c249ebd-1928-4a12-b0ac-af28966e6d03","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.541420Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:5a53a3cbd630595cb241087dc72d747ad755d13ac64e8b6f96c71b8c9014540a","observation_id":"73af6687-3740-446a-9976-40b9abe6332e","resolution":{"observed_at":"2026-08-05T22:07:38.826722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.807607Z","title":"Regularized densely- connected pyramid network for salient instance segmentation,","venue":null,"work_id":"9ee733b7-fb48-45a3-9884-ee340187aae2","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.545725Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:1678397babbb16dc3e34f960f84809b2665b53a9de81820b2f7048b39a45b4ae","observation_id":"dfbb79b0-101d-4dd5-9019-be0f952fbd7a","resolution":{"observed_at":"2026-08-05T22:07:38.812217Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.791158Z","title":"Collaborative compensative transformer network for salient object detection,","venue":null,"work_id":"b988feea-e0f8-41ca-95dd-02e5d17cb780","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.549637Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f1864addd67d21bb234c13e3459903ae0e81de4e00ca23db9a71e1c2ac3ee5ce","observation_id":"ec878667-6a10-416c-9de6-918dc9982d98","resolution":{"observed_at":"2026-08-05T22:07:38.796447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.775802Z","title":"Transformer-based efficient salient instance segmentation networks with ori- entative query,","venue":null,"work_id":"2fe3e156-bc01-4144-bae9-8045d7871189","year":1964},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.553735Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8e28f419e2405ee87110f83dd21d37d4297efc9c95e88f1f8a3f02d3856dd5a6","observation_id":"b3160bc6-4e8a-4391-a328-71217ca5bf18","resolution":{"observed_at":"2026-08-05T22:07:38.780405Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.760068Z","title":"Holistically-nested edge detection,","venue":null,"work_id":"1f0129b8-ec74-43e1-9c36-a6452fbf2579","year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.558006Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:28027c1bb37ca88c6e11ac614f29186d9a3cfc0fbeecd4620ed7b8bf0c11ca80","observation_id":"e23f9062-d224-4bf8-8470-5ef32375fe03","resolution":{"observed_at":"2026-08-05T22:07:38.765103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.744623Z","title":"Deeply supervised salient object detection with short connec- tions,","venue":null,"work_id":"6281050f-2300-4d3f-8e7b-b4c038ca8b8a","year":2017},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.562231Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:3ee452e2cca384f6cf2047bcd5435b7c307cf344dd534db037b21afe61c62707","observation_id":"0fbe3244-5e47-43ef-99a4-cf188d2eeb71","resolution":{"observed_at":"2026-08-05T22:07:38.749269Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.729489Z","title":"Cascaded partial decoder for fast and accurate salient object detection,","venue":null,"work_id":"e089770b-b967-4b1a-975d-830c6d1d6eda","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.566999Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:d596561636a44cbd3619d354e9813ff0b71dccb985d2fc1b04544d2bc2d530c5","observation_id":"e279c412-643b-4579-91ae-ceed90927dca","resolution":{"observed_at":"2026-08-05T22:07:38.734118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.714465Z","title":"DNA: Deeply- supervised nonlinear aggregation for salient object detection,","venue":null,"work_id":"432540d7-5923-4dda-b353-f96d7793fdf3","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.571198Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:d09fb86b75ba8cf38930213cce671c66543e8082f52db7d2fbbf3656f08fe657","observation_id":"0672b2ce-469d-4405-bcda-9e1b23a4884a","resolution":{"observed_at":"2026-08-05T22:07:38.719377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.699459Z","title":"Deeply-supervised nets,","venue":null,"work_id":"d469f1b3-54ac-44ea-9010-0bdc1c4b3099","year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.575303Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:c3552c79e3cd79370f6dcb135e4a2b76fdedc5282434dc4cd24c630f385252cd","observation_id":"58ddb9e6-c6d4-43f3-88af-620144127bbf","resolution":{"observed_at":"2026-08-05T22:07:38.703757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.685090Z","title":"Label decoupling framework for salient object detection,","venue":null,"work_id":"cca4c4e8-7d84-4516-8776-08bfac1db959","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.579624Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:3e3040d94398ec0789f78589ded74489310e9a0852166eb2f2812ab54b7815e5","observation_id":"8bf064cf-eb03-4b6b-bf0f-7de4a2135af0","resolution":{"observed_at":"2026-08-05T22:07:38.689449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.669837Z","title":"Bbs-net: Rgb-d salient object detection with a bifurcated backbone strat- egy network,","venue":null,"work_id":"69266927-e324-487d-ac47-e5e9a7cad449","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.584105Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:bfac597ee019beeee3702151cc6374e2b75c9085b001f0f8838e7c94d107ed75","observation_id":"c5c20c7a-fbe9-4976-869a-6d511701f109","resolution":{"observed_at":"2026-08-05T22:07:38.674525Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.655144Z","title":"Vscode: General visual salient and camouflaged object detection with 2d prompt learning,","venue":null,"work_id":"609655ab-e629-4568-b386-71c71aa65395","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.588360Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:de82314e6b0a5cb89b2b2eb1f04d4063bb6f3ad7d786800e2b7042122202cfcf","observation_id":"ad0c063f-9f4d-4b71-908d-90cbd11ae603","resolution":{"observed_at":"2026-08-05T22:07:38.659901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.640340Z","title":"Exploring salient object detection with adder neural net- works,","venue":null,"work_id":"ed200604-5051-4a0a-9592-5691013d0494","year":2025},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.592523Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:933c4948c1e7f99d9cc2b4af2228b33cc144c796734caf40d1c423009dd5991a","observation_id":"59bef727-79f2-4f9d-bb21-2cf4cb47cc45","resolution":{"observed_at":"2026-08-05T22:07:38.644908Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.624887Z","title":"Shifting more attention to video salient object detection,","venue":null,"work_id":"7657620a-02be-4b04-914a-350330c26da0","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.596715Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:fb0430ec87d3237fbe8aa7607157cbb2278165b53e998c4066f3e0db5560e6b3","observation_id":"4e14d890-c8ed-427a-a59d-2eb86ba40b97","resolution":{"observed_at":"2026-08-05T22:07:38.629403Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.608924Z","title":"Learning long-term structural dependen- cies for video salient object detection,","venue":null,"work_id":"1fdf3dd9-36e4-464c-9960-e7be3e23611c","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.600853Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a8a72e5d9c3a839a5ae84d0b95d0c5829d6095e4880cc83ac904db92ba6ac179","observation_id":"bccf07d0-14c7-494d-b2f9-99dc9d4433aa","resolution":{"observed_at":"2026-08-05T22:07:38.613833Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.593654Z","title":"Exploring rich and efficient spatial temporal interactions for real-time video salient object detection,","venue":null,"work_id":"e4716ba5-d624-4da9-97e0-e86617030df2","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.604868Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:77f7770d921811152025f381c2764bab36d365059d188d1bbc894d5c5dc22bd9","observation_id":"3fc76798-6458-4da2-9833-f3f78ca8ffb6","resolution":{"observed_at":"2026-08-05T22:07:38.598992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.578301Z","title":"Full-duplex strategy for video object segmentation,","venue":null,"work_id":"39d93f2e-10e1-4146-8b5e-f267900d9bbf","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.609516Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:9e4c76011f5633fcbebf4740c685c0dbce68a11d4a11068fd5e21a17cb39b260","observation_id":"1ba21f1b-b780-49df-8257-d1dbca237e69","resolution":{"observed_at":"2026-08-05T22:07:38.583791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.563167Z","title":"Weakly super- vised video salient object detection via point supervision,","venue":null,"work_id":"85c96545-9720-4f9c-bfd7-2a4833f1b0a6","year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.615574Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:81fbaae932592144cd00b1e0c4faf2e48fa75e80426e73bc2c238337e7f3a5e4","observation_id":"b45b54dc-0c22-4856-b82c-71e24af976ba","resolution":{"observed_at":"2026-08-05T22:07:38.567656Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.547744Z","title":"Psnet: Parallel symmetric network for video salient object detection,","venue":null,"work_id":"1bce6670-4e8c-430d-9991-654f1b5d433b","year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.621130Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:e5d38b5ee566f40dcd4fe250290bf59b79d566e159ad9813213a43a18be4e97d","observation_id":"8bcddb82-03e8-49e7-9acb-384cb27e7566","resolution":{"observed_at":"2026-08-05T22:07:38.552712Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.532282Z","title":"Con- trollable augmentations for video represen- tation learning,","venue":null,"work_id":"ae357087-2dbd-427c-81eb-fd2c6cd3c9c2","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.625515Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:b040ba13945144a0a27e89fd8ba9834da02668e240c7d43a9e5274950489ceaa","observation_id":"65d4ec42-d2c8-4100-9bd6-d491a727de05","resolution":{"observed_at":"2026-08-05T22:07:38.537411Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.515947Z","title":"Dynamic message propagation network for rgb-d and video Springer Nature 2021 LATEX template GAPNet 19 salient object detection,","venue":null,"work_id":"17702480-e389-4e04-bd03-6d54745b2f7e","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.629732Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:706f2ef7bcc066a499a156e6e21ffa815c3ee4b5471dd75a5000d36d19fbf7be","observation_id":"f7856006-40ee-402e-8c2e-ec07dfb78ac0","resolution":{"observed_at":"2026-08-05T22:07:38.521459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.499586Z","title":"Tenet: Triple excitation network for video salient object detection,","venue":null,"work_id":"1e689882-7aec-4e72-b536-40a471436c8e","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.634769Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a7fe61ce1f4e8f5ba60e71182005ae92a6f6ced8f365e3e6abe0b34a5c058a89","observation_id":"268f6e6e-a871-469d-996a-6c09f7cb00dc","resolution":{"observed_at":"2026-08-05T22:07:38.504785Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.484280Z","title":"Dynamic context-sensitive filtering network for video salient object detection,","venue":null,"work_id":"6c74964f-d560-47fb-b1c6-b36d94d3155b","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.639105Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:0690ee836466e15251be1cf04dcbfe210927853143eb9f8279c722244b46639c","observation_id":"29285903-31f7-4069-8481-2591368fb327","resolution":{"observed_at":"2026-08-05T22:07:38.488762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.468668Z","title":"Motion-aware mem- ory network for fast video salient object detection,","venue":null,"work_id":"1670d598-78e6-44dd-baa3-4bc66790044b","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.643402Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:98a865b190862909eb540ba63db19787993c5a837f485824c09797183acd2793","observation_id":"b393cb7f-9ed4-4605-9646-dcdb55cac41a","resolution":{"observed_at":"2026-08-05T22:07:38.473485Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.454729Z","title":"Learning complementary spatial– temporal transformer for video salient object detection,","venue":null,"work_id":"73d96b88-869f-4659-b79d-25b2fb9db664","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.647595Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:57cd6fd66e78296334285782c660da73a45d1ef5661d0a7e2242e27b92b50dcb","observation_id":"719a8b16-9220-4134-baed-e8496c66245a","resolution":{"observed_at":"2026-08-05T22:07:38.459164Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.440783Z","title":"A novel divide and conquer solution for long-term video salient object detection,","venue":null,"work_id":"80400193-f815-4169-99ae-d43e838fbe19","year":2024},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.652265Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f57c1486a2bb8055ecf60cfe48dae3d97b7775ab8d73849318fbb00ec8c22751","observation_id":"7940acac-8e9e-463c-8362-4ac03b89f7df","resolution":{"observed_at":"2026-08-05T22:07:38.445141Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.426536Z","title":"Picanet: Pixel-wise contextual attention learning for accurate saliency detection,","venue":null,"work_id":"4a8d5608-a987-4203-9bb4-1b3bfedbf162","year":2020},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.656820Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:5a460f5f40417860bd88983fed469d83678ee2e5010df027d745badaf3b0acd5","observation_id":"25a68c40-c325-4838-aa6d-862b7409fb6d","resolution":{"observed_at":"2026-08-05T22:07:38.430909Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.411602Z","title":"Mobile- Sal: Extremely efficient rgb-d salient object detection,","venue":null,"work_id":"f8a71be9-8391-496c-adba-df6840a9c7a1","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.661141Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:71c429ede17db14e1e7bd19c68faab7f630c0f1e347c4365ccb841348d2f66a2","observation_id":"8c1cbf4b-d9e3-4868-91ab-41946be47b6c","resolution":{"observed_at":"2026-08-05T22:07:38.416750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.397370Z","title":"V-Net: Fully convolutional neural networks for volumetric medical image segmenta- tion,","venue":null,"work_id":"b8891abb-af62-4e16-93b2-5a0cb4942872","year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.665365Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a438de6d9ea2f3a49f80adc341271a6fc59f2e9df527be18c53a4ff2e9c73d54","observation_id":"0e74b86d-b9c7-4008-bc2e-d45ca1f90417","resolution":{"observed_at":"2026-08-05T22:07:38.402026Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.381796Z","title":"Visual saliency transformer,","venue":null,"work_id":"cfc67616-b657-4970-8a5f-4a34f04a6d87","year":2021},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.669789Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:241dfe406895475cd62a8e573b3d7fae577baac1ead28e6abf6b3c28cd43a961","observation_id":"38a5802c-5f19-4ac8-b14c-af8a6f847a2f","resolution":{"observed_at":"2026-08-05T22:07:38.386727Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.367305Z","title":"PyTorch: An imperative style, high-performance deep learning library,","venue":null,"work_id":"2ef7aab8-e7bc-43df-86dc-1897242f3cad","year":2019},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.673838Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:880392a5fcd8cf57cd731d3f575e4654d25cddb65ab18fcec8586599259b8574","observation_id":"d32a70f3-9590-468b-9fc3-a9f640563e4b","resolution":{"observed_at":"2026-08-05T22:07:38.371642Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.352847Z","title":"Adam: A method for stochastic optimization,","venue":null,"work_id":"5782ccc4-a43e-4f27-a022-a446ce477116","year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.677781Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:33965df86a9943c238300337ebfa486dc9862d96539a6cd25489c08387913a01","observation_id":"7126c128-bb8d-4e1c-a12b-7e554c5e3028","resolution":{"observed_at":"2026-08-05T22:07:38.357486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.337452Z","title":"Siamese network for rgb-d salient object detection and beyond,","venue":null,"work_id":"158ccb3d-4961-4168-a3b5-a6fa45730426","year":2022},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.682006Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:a15b9943fb1a686fbc70db5007c9dac84cdcae7965b2a70d2fdd94a5497b390b","observation_id":"660fdf24-4799-4164-866b-1cb9c51452c3","resolution":{"observed_at":"2026-08-05T22:07:38.342673Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.322988Z","title":"Flownet 2.0: Evolution of optical flow estimation with deep networks,","venue":null,"work_id":"1f8de242-8be3-4a33-9892-7913d7c53333","year":2017},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.686397Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f5997cf39c6052c3b33523a82ef6756a1af46843b9e6b0b2f60af333a7789028","observation_id":"e1ec9c29-f690-47f3-9168-c0895377309c","resolution":{"observed_at":"2026-08-05T22:07:38.327555Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.308383Z","title":"Learn- ing to detect salient objects with image-level supervision,","venue":null,"work_id":"b1635b9f-b4e4-489d-ba75-47d603af8e16","year":2017},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.690615Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:9df1599789876232d6244ba4cb18f9b8ba2c0dc86bdb6885fbd5aaae20e7b9e2","observation_id":"cda06a87-9b7f-4e7f-a9c1-e791fc714e51","resolution":{"observed_at":"2026-08-05T22:07:38.312719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.293485Z","title":"Visual saliency based on multiscale deep features,","venue":null,"work_id":"d35cd093-15be-4af6-87c1-d2ccafa16c42","year":2015},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.695235Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:7df81951420b9776c07f106775fbe813adb9ce3a2941f250b61cdfac28de73f1","observation_id":"85955293-3ab7-4eff-aca6-7a64f5e6e23c","resolution":{"observed_at":"2026-08-05T22:07:38.297796Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.279307Z","title":"Hier- archical saliency detection,","venue":null,"work_id":"05beb215-810e-4e54-8e72-102a90556d99","year":2013},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.699313Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:e5f3cfd0780305c717a15b7181d724983cdd03bf0b75cefc04f70cc5ec5f3a49","observation_id":"03560a1a-9a1d-4831-a42a-eafe5413df7b","resolution":{"observed_at":"2026-08-05T22:07:38.283748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.263936Z","title":"The secrets of salient object segmentation,","venue":null,"work_id":"6e462ce3-298e-4e3d-8c2d-6a3e4b7e626b","year":2014},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.703429Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:522e5d3b965b55a6e3ca23116f28f14965a5ff3b02e3106922780ec0233a0bbe","observation_id":"a91a91dc-19a4-4d3f-88f0-400a7b88a623","resolution":{"observed_at":"2026-08-05T22:07:38.268572Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.249446Z","title":"Detect globally, refine locally: A novel approach to saliency detection,","venue":null,"work_id":"900225f6-7f72-41d7-893c-59d95ec10375","year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.707759Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:8b7fc053888c5bfbc5e474f439a5d929a6b9fbe012d8a87bd64965f15bb9a5e1","observation_id":"2a2643d7-6c94-4f23-8536-2f531d180bf0","resolution":{"observed_at":"2026-08-05T22:07:38.253928Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.234753Z","title":"Learning to promote saliency detectors,","venue":null,"work_id":"24c0bb74-bbb9-4ace-927c-b06d24c24485","year":2018},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.712262Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:43b907b39724335cde1b081f2c896810f08251f7272dbdfd0132bad37df7e1d1","observation_id":"0fc35247-0a28-4189-873a-c89a51f7c1a2","resolution":{"observed_at":"2026-08-05T22:07:38.239464Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.220340Z","title":"Pixels, regions, and objects: Mul- tiple enhancement for salient object detec- tion,","venue":null,"work_id":"c5cbc735-2fcd-4f4e-beaa-4e35f711d36d","year":2023},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.716784Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:f4f341b25dedc615d8277af7511f0195d16094196e10ed97364c0186b235e0d2","observation_id":"6b613648-56de-4057-b55c-22e330633961","resolution":{"observed_at":"2026-08-05T22:07:38.224841Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T22:07:38.206144Z","title":"A benchmark dataset and eval- uation methodology for video object seg- mentation,","venue":null,"work_id":"ab33f40b-01bb-4ea9-bb35-d60ee7a2f458","year":2016},"citing_paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm","version":1},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-05T22:07:37.721531Z"},"links":{"citing_paper":"/paper/2508.07585"},"observation_digest":"sha256:210fc91ec2e9155d300a1bbcb01f133439a972f2967c2e5a2a51d921680d74de","observation_id":"b714353b-5ae6-4122-ae1c-f0c0421f84ec","resolution":{"observed_at":"2026-08-05T22:07:38.210596Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2508.07585","last_updated":"2025-08-11T03:30:59Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-19T10:39:34.618713Z","submitted_at":"2025-08-11T03:30:59Z","title":"GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":32,"verified_exact":0,"verified_fuzzy":68},"total_outbound_references":111},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 100 of 111 outbound references and 1 inbound Pith citation observation for arXiv:2508.07585."}