{"as_of":"2026-08-08T18:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:259009ee8321fd79a643d08937ec4c585cd1ec881ea6d354e76ec0fb4ac6956d","coverage":[{"denominator":50,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":50,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T16:47:19.895927Z","state":"measured"},{"denominator":50,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":50,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2508.17843/citation-record","integrity":"/paper/2508.17843/integrity","json":"/paper/2508.17843/citation-record.json","paper":"/paper/2508.17843"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:47:25.833751Z","title":"Queries and concept learning","venue":null,"work_id":"789c1885-ff0e-4b22-830e-bb9ee98303d0","year":1988},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.481052Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:58c6b18e43d9f43831b5140bdac653ec7cc6e18b3b79ad7905c574d1d690e6ef","observation_id":"3a3dfcd2-dfe0-46e3-8da6-81eb1cf4aa05","resolution":{"observed_at":"2026-08-05T16:47:25.838519Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.818267Z","title":"Argamon-Engelson and I","venue":null,"work_id":"b983fca4-1fd5-4c56-8ea2-7edcde742d02","year":1999},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.492507Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:bf8e4983b55f3d6c6dfaa26299fab79cf9b0a9ba5650a4d3c503b0a58cd7b418","observation_id":"9138af20-745c-475e-9fdb-a7e8ee8fc6e8","resolution":{"observed_at":"2026-08-05T16:47:25.823005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:47:16.503327Z","title":"Qwen-vl: A versatile vision-language model for understanding, localization, text reading, and beyond, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.503327Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:193ea7a1fcd5a3049a40f0e9f8fad7655d7ac5f398e85035e90b07b11e69b248","observation_id":"8a16c3cf-85cb-4a8e-a2e1-213035410529","resolution":{"observed_at":"2026-08-05T16:47:16.503327Z","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":"2026-08-05T16:47:25.793702Z","title":"Cannaday, Curt H","venue":null,"work_id":"be303900-4f09-4e7c-9552-65e760f7375a","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.513640Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:938d60d93304c028971a9239b90565092e2e9f8d23f2c8dd0005a90af09efcfe","observation_id":"6132cebe-17fc-4407-a1d1-41ed6afad8e1","resolution":{"observed_at":"2026-08-05T16:47:25.797778Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.779148Z","title":"Semi-supervised semantic segmentation with cross pseudo supervision","venue":null,"work_id":"687ce077-c00b-4afa-b154-3d3d632e71a7","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.525256Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:795a1d43b7dcf2fffeef6fd2454a3929197e53b7247e7e63f412d0d3a99ad29a","observation_id":"d6300f47-471f-4baa-927c-916ef1fbb3da","resolution":{"observed_at":"2026-08-05T16:47:25.783544Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.760743Z","title":"Camouflaged object detection via context-aware cross-level fusion","venue":null,"work_id":"a3e7b982-195a-4b49-8fa6-0763ab08cb2f","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.535714Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:dcbbe8edc0444c93f0cb87c22809174a12f6b4555807c0dba360cf4df9a3a60f","observation_id":"2edba4f2-c151-4569-821c-36deadc9ed78","resolution":{"observed_at":"2026-08-05T16:47:25.767228Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.743709Z","title":"Softmatch: Addressing the quantity-quality trade-off in semi-supervised learning, 2023","venue":null,"work_id":"fa64ebcd-5795-4dfa-8252-8ba07846fb4e","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.546258Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:5a02ddc86c41020d269d09721e3d0d2f75928e8c2f9aa18f78afba3ea31bf7dc","observation_id":"f62f33d3-e4dc-4c46-8de8-2a3a2d79ca5e","resolution":{"observed_at":"2026-08-05T16:47:25.749052Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.728027Z","title":"Large model based referring camouflaged object detection, 2023","venue":null,"work_id":"5aef3686-1d66-470e-bb1c-d475aa5de40c","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.559572Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:c3f8826c018e3b02659c9527a3840b34ad6a02ef60c87964fc7201ca90537b92","observation_id":"b568eb40-37c1-467d-a07a-ecb50d6e6074","resolution":{"observed_at":"2026-08-05T16:47:25.732658Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.714379Z","title":"Structure-measure: A new way to evaluate foreground maps, 2017","venue":null,"work_id":"4863deb7-e5fa-41f9-9ce0-c10ddc55be51","year":2017},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.570858Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:9e703c03f99dc0d6c6f9142587c887453f6a1b6cf3ba67e83e956669452aa3b2","observation_id":"edef0d23-8e91-4813-8bdd-66d1fd3ee2fc","resolution":{"observed_at":"2026-08-05T16:47:25.718611Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.700274Z","title":"Enhanced-alignment measure for binary foreground map evaluation, 2018","venue":null,"work_id":"15ecfc10-5a9d-4b21-ae1d-8aba8d16336b","year":2018},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.584546Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:410aea9c62d9b6052463f944c0ff880a87efbf4450d6a62d5f44a343b6a4d011","observation_id":"b3354c5b-3911-4137-abd2-688a66a204f1","resolution":{"observed_at":"2026-08-05T16:47:25.704643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.685970Z","title":"Camouflaged object detection","venue":null,"work_id":"b446f47d-0f9e-43f7-8011-78787e541fc2","year":2020},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.596106Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:6f3a518cff31fa79eb5d656c9c25ac28a94988b3a3df81893ac100eb8d71ce49","observation_id":"6d4ca34c-5162-4376-b961-d8a043189684","resolution":{"observed_at":"2026-08-05T16:47:25.690459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.672268Z","title":"Concealed object detection","venue":null,"work_id":"b721e749-34d3-46b9-939b-e982dda58b0c","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.603701Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:3b67ab105d33cef9d8cfd4560db081b7f768900aa619b1b35d5df92f778d50d4","observation_id":"01681136-a45a-4786-88d5-a4faf14c54bf","resolution":{"observed_at":"2026-08-05T16:47:25.676554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.656802Z","title":"Semi-supervised camouflaged object detection from noisy data","venue":null,"work_id":"a5e4ef35-e61c-42d6-b9c6-accc6fdf38c1","year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.677137Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:6389ecd6bb83400e442b2638e9895d9cf6ec3633950be65bfddcfe3aa8f32777","observation_id":"852728be-1b30-488d-ad70-5e73b27319dc","resolution":{"observed_at":"2026-08-05T16:47:25.661953Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.640111Z","title":"Semi-supervised learning by entropy minimization","venue":null,"work_id":"72542ac3-1290-44ee-abc3-81b9fe4d0d36","year":2004},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.744938Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:751843db008416138fdf05245096e6fade8ca611d5ec85985e1f3af2bb9d4c42","observation_id":"72cc707a-66d1-47a5-9f77-c795d8fce609","resolution":{"observed_at":"2026-08-05T16:47:25.645085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.625785Z","title":"Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects","venue":null,"work_id":"29deb3f3-9ad2-43f9-a156-c39d6d4d3578","year":2025},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.790011Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:608b0354bc4ffbe9895bdf71332dc513e0139aa37f4d7b6f7aa8e476c1bc4e8c","observation_id":"15b222af-5698-40fe-9d35-149d9122d3ea","resolution":{"observed_at":"2026-08-05T16:47:25.630232Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.610125Z","title":"Deep gradient learning for efficient camouflaged object detection","venue":null,"work_id":"2b5de3c2-fc9c-4587-a0eb-50399bbef7f4","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.867411Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:3c8a04334e551cd048bb83a86384227bd7aefd411747dfae8a1459cc6b9c6608","observation_id":"808d7b45-b63e-4079-bafe-5c9da381b73a","resolution":{"observed_at":"2026-08-05T16:47:25.614722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.365998Z","title":"Segment, magnify and reiterate: Detecting camouflaged objects the hard way","venue":null,"work_id":"1c71f3b9-9869-4527-9d24-3df434527e14","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:16.942021Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:5aa42bda48b67095349c9adc15c10a9a054e8409dbcfe51f1c58d852f9ea92ef","observation_id":"7c23e401-ea94-430e-a9b8-f37cb09c74f0","resolution":{"observed_at":"2026-08-05T16:47:25.472630Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:25.212862Z","title":"King, Ken E","venue":null,"work_id":"ab1478cc-b163-4ed1-8f38-a5f58df6a5c0","year":2004},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.011663Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:976dd5784260bbec3e9c20ed7759c6636ab7bca41ad69c0c30ba869095051e2c","observation_id":"028b7266-dc76-4c18-8b81-182bb58b7912","resolution":{"observed_at":"2026-08-05T16:47:25.248004Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:24.971693Z","title":"Camoteacher: Dual-rotation consistency learning for semi-supervised camouflaged object detection","venue":null,"work_id":"43516f10-1e85-401f-8201-d15bece60280","year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.121102Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:39e015ce137df427fa7000913403cf2516d483a2b32868f042ff576d84cb6614","observation_id":"fedd5092-9ccb-4136-8583-54cc83205373","resolution":{"observed_at":"2026-08-05T16:47:25.100745Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:24.719964Z","title":"Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto","venue":null,"work_id":"180bbcb1-f02e-4bd2-97f0-ac36215d8d57","year":2019},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.196158Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:93cab168dfb116165ffbaac3fe37786d979569e2008e1224faef2c9c619df214","observation_id":"d0209dae-49d1-4130-af16-90cc36cc3d87","resolution":{"observed_at":"2026-08-05T16:47:24.839672Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:24.480391Z","title":"Mildetr: Detection transformer for military camouflaged target detection","venue":null,"work_id":"710bc941-48cf-4fc6-ae6b-1b2b84e8cd29","year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.297423Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:b75dde18214df3757d41071fb2484ca8e4553fc322955bad2c2dbd086f37a79d","observation_id":"54a2f9ad-9b74-43c4-9d3a-b4e4c2726c23","resolution":{"observed_at":"2026-08-05T16:47:24.607345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:24.159738Z","title":null,"venue":null,"work_id":"fd1323b7-30a9-4e41-9732-ad6f80f818ee","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.383431Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:e38b33741203121d44e44301ea8a0de64e843d1d1c610aea7f2d99257d42967b","observation_id":"d4d5c949-4fbb-4a86-8eab-d89efd24eb95","resolution":{"observed_at":"2026-08-05T16:47:24.351972Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:23.869493Z","title":"Swin transformer: Hierarchical vision transformer using shifted windows","venue":null,"work_id":"6cc547e0-b928-415d-ad0e-214d9bfecdd0","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.493660Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:8e4a75003fba4be7e35025edb87b0a12022c4ce311e386eb23e30d266aa3d24a","observation_id":"ea34fe38-53f6-44ba-9d20-5026386ded32","resolution":{"observed_at":"2026-08-05T16:47:24.027127Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:23.649262Z","title":"Camouflaged instance segmentation via explicit de-camouflaging","venue":null,"work_id":"1a4445f1-7b40-4754-a7f1-f7b61011c422","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.565616Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:66769a19b74735984d05f145fe3e73b18dde7c7872e4f8c43f3682f1ed9457ba","observation_id":"c998c504-9eeb-4036-a6ee-06e0ac130e5c","resolution":{"observed_at":"2026-08-05T16:47:23.775995Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:23.512201Z","title":"How to evaluate foreground maps","venue":null,"work_id":"8dedc2e7-c2c4-46be-ba61-e1b4cfdff222","year":2014},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.634379Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:d8cbe41038e3a6ea2d0b095ae29165b7a74ba7d08bc891d380b70b1c0eda1efc","observation_id":"1d15f609-0df6-4af3-83f6-7a71cc20e542","resolution":{"observed_at":"2026-08-05T16:47:23.590586Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:23.317740Z","title":"Camouflaged object segmentation with distraction mining","venue":null,"work_id":"c4f37d81-2369-4f76-896f-e5a919d659ce","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.739668Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:6082ed6fd85992a61ede6ade5f1c8d320a0d902d2351df2673c3d34b2c65bf02","observation_id":"386e28ec-b32b-4207-8101-b87d162af779","resolution":{"observed_at":"2026-08-05T16:47:23.427037Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:23.124928Z","title":"Active teacher for semi-supervised object detection","venue":null,"work_id":"66bc0a91-94c4-41fa-ad9b-738d8716c079","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.814517Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:83d762335e4b0503e48da61b49dd1a525039d623f5e01043a61a5ad23c7267c2","observation_id":"1e6d92c7-3703-4919-b6d7-5e5186e6f67d","resolution":{"observed_at":"2026-08-05T16:47:23.196917Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:47:17.926384Z","title":"Gpt-4 technical report, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:17.926384Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:726fab0eaf55a3763875212ebb87406c9d2a96b460ce278a1e96a58ad64053f9","observation_id":"6e026675-eb99-4644-81ca-8492aff5238d","resolution":{"observed_at":"2026-08-05T16:47:17.926384Z","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":"2026-08-05T16:47:22.936992Z","title":"Zoom in and out: A mixed-scale triplet network for camouflaged object detection","venue":null,"work_id":"a1a4a70d-97db-4a49-96cb-1b7975141942","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.032917Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:561fd1db88fc889e62293c8c044242c4a4191ccddc325f6eea85e5aba2582cb7","observation_id":"44272679-9e89-4ddc-8ab9-06dd72aa1587","resolution":{"observed_at":"2026-08-05T16:47:23.023695Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:22.720180Z","title":"Zoomnext: A unified collaborative pyramid network for camouflaged object detection, 2023","venue":null,"work_id":"e57bcb2f-baf4-4791-a503-f44b39df90ce","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.134380Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:132d09333e67c9319924e5a7583c852ca4337e2b37fc82149fa853935e9c4767","observation_id":"a3d77f96-56ab-47f8-bb5e-44a32d30ceea","resolution":{"observed_at":"2026-08-05T16:47:22.826867Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:22.573964Z","title":"Saliency filters: Contrast based filtering for salient region detection","venue":null,"work_id":"52bc78d8-9695-4e94-8077-f49e5e2bcae3","year":2012},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.222010Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:245164723d2b4391a8294120476b298a22ea6bdbda13d93539f6affc63a36ee1","observation_id":"3aa1c3ad-0000-4417-b05c-41d15f803f24","resolution":{"observed_at":"2026-08-05T16:47:22.638646Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:47:18.304954Z","title":"Learning transferable visual models from natural language supervision, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.304954Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:bbbc616c490212b5e486a341a356b08a4fe0526554823bc0364117da520fc88e","observation_id":"7ad33a07-3beb-4ccf-a074-d929da06820a","resolution":{"observed_at":"2026-08-05T16:47:18.304954Z","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":"2026-08-05T16:47:22.398844Z","title":"Deep texture-aware features for camouflaged object detection","venue":null,"work_id":"c25eb841-749b-45e9-8868-746fdba057a5","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.423444Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:898dc21d3557283ebc9bf7c10264245efa13c64648ea024044134771a7f49c57","observation_id":"f03edf98-196a-422f-a772-bf4eaca96ebd","resolution":{"observed_at":"2026-08-05T16:47:22.482120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:22.219998Z","title":"Active learning literature survey","venue":null,"work_id":"3feeccdf-0f11-4cce-ab2d-4173a2372ac1","year":2009},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.491051Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:568b31b6e3476286c001c8434d63f1be880feeb17a2026cebc57e6fb92d17fd0","observation_id":"84798d0c-7405-4710-854c-779e55ec9e1b","resolution":{"observed_at":"2026-08-05T16:47:22.334732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2005.04757","last_updated":"2020-12-03T04:12:25Z","snapshot_observed_at":"2026-08-04T06:44:05.128094Z","submitted_at":"2020-05-10T19:15:51Z","title":"A Simple Semi-Supervised Learning Framework for Object Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2005.04757","snapshot_observed_at":"2026-08-05T16:47:18.600840Z","title":"A simple semi-supervised learning framework for object detection","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.600840Z"},"links":{"cited_paper":"/paper/2005.04757","citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:c779f98f30da9fde945aa746586813140b4d22108fb717c9826ed23863fdb8bd","observation_id":"3c81d4eb-c450-41bd-897a-98138a335c00","resolution":{"observed_at":"2026-08-05T16:47:18.600840Z","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":"2026-08-05T16:47:22.044481Z","title":"Boundary-guided camouflaged object detection","venue":null,"work_id":"2db7e4b0-2116-4b1f-895b-b4e2f5e8a0cd","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.689725Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:a284cc364c29069922030ae05e41b3b8259e6cdf63b29f690f4c4702ea113b53","observation_id":"bba27725-1b30-450a-9dd1-5b6b8995f6b1","resolution":{"observed_at":"2026-08-05T16:47:22.136811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.866048Z","title":"Teachaugment: Data augmentation optimization using teacher knowledge","venue":null,"work_id":"19355d3e-2e2d-4178-a355-2a2af0fdfeb0","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.783659Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:d18519a939989d1cc1e2e903a1fd4650b301adf06cca6b705959454df15232f7","observation_id":"9b05e1f2-e0b5-4697-8bff-00265d447e07","resolution":{"observed_at":"2026-08-05T16:47:21.931152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.687937Z","title":"Semi-supervised semantic segmentation using unreliable pseudo-labels","venue":null,"work_id":"b832f0d3-cf53-4596-b4e4-551473ee6511","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.845043Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:42ac864f2b006fddba9b70b05ac1b83b3f05b3957591694d30d627886d88a48d","observation_id":"2e6ee2b6-bf15-4ab3-b61f-76cc4dba42bc","resolution":{"observed_at":"2026-08-05T16:47:21.797884Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.577594Z","title":"Cascaded partial decoder for fast and accurate salient object detection, 2019","venue":null,"work_id":"a485c25e-42aa-4dfe-b340-08c671765ded","year":2019},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:18.956275Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:c6e831629d2c280548aa7d6a751def9a231d10625209c68f8d909db0fd60f596","observation_id":"c68bcf2e-e22d-45ef-9abf-ba5b3af36b5a","resolution":{"observed_at":"2026-08-05T16:47:21.628993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.463174Z","title":"Detection and identification of camouflaged targets using hyperspectral and lidar data","venue":null,"work_id":"462c810f-5de4-4c5b-a3c9-f551437a76c2","year":2018},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.033314Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:900f147948f26333a7410dc048f6957de18de0008da44a51bc69691a838f166e","observation_id":"14f31329-1168-4207-b573-88a587112c80","resolution":{"observed_at":"2026-08-05T16:47:21.513898Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.342425Z","title":null,"venue":null,"work_id":"063fb091-eaf6-4795-8a1c-fca8267c0a39","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.113568Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:5230af0fa5f3044cf593a414ec5c76c5820a7caee8e6fc8bb5bd76f6fa3c9881","observation_id":"5d71366d-d74b-4494-8e89-bcc28752b774","resolution":{"observed_at":"2026-08-05T16:47:21.395983Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.195016Z","title":"Mutual graph learning for camouflaged object detection","venue":null,"work_id":"fd183d93-dd98-41e2-807c-bbf167f204c7","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.164035Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:450cd95c4e26d48943fe78891f7c2aaa3a2d0012560b3502daf01f2eb3ea16c0","observation_id":"d490b746-2294-49f8-b300-538d8d900041","resolution":{"observed_at":"2026-08-05T16:47:21.277447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:21.020998Z","title":"Unsupervised camouflaged object segmentation as domain adaptation","venue":null,"work_id":"1a15f215-c3ba-4500-86fa-ba02cfa72d05","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.236380Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:6a3c7618274b2420fe88898875c511197957f83b8d005a50b0d8c30f10a22cb9","observation_id":"185438fe-695a-4a36-b685-85a845c81a2d","resolution":{"observed_at":"2026-08-05T16:47:21.098980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.882111Z","title":"Preynet: Preying on camouflaged objects","venue":null,"work_id":"68a00c04-6d34-458c-bd55-ccf05d8688b9","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.339651Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:2419bd4934afe3a9a0b61ec29fb556c1b8b53983caf41aa7db1971a9d650f716","observation_id":"5ee11631-8b9f-4544-87f5-d644cf053604","resolution":{"observed_at":"2026-08-05T16:47:20.947762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.733211Z","title":"Referring camouflaged object detection, 2023","venue":null,"work_id":"d6f040a1-fea4-460d-9148-51fe882bbfc8","year":2023},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.404787Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:23e983a202237c2dd7688b2c0cb33dcb7e6e2e5e5fcb5cfa07c1965b77f0d899","observation_id":"5bd60080-925e-43c6-9d7f-ade0309acc4a","resolution":{"observed_at":"2026-08-05T16:47:20.816150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.560731Z","title":"Learning camouflaged object detection from noisy pseudo label","venue":null,"work_id":"a8c9e832-6f02-4e21-b455-f164aa2efe49","year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.510516Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:f669956b5ffe68457b0708225e6568efc92fd85cea22097350efb581587be358","observation_id":"70c870d1-e0a2-4e11-bf99-5680cf1dc35e","resolution":{"observed_at":"2026-08-05T16:47:20.638916Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.412477Z","title":"Bilateral reference for high-resolution dichotomous image segmentation","venue":null,"work_id":"eca9c1d6-ad58-42b9-8338-1fccdec0e9e4","year":2024},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.598473Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:32faead54d60d0fa330324bf2d40ec1997885b46d05fede6d70d851607b4b64f","observation_id":"8731ad67-3e1b-4d02-8f10-88a58e05590c","resolution":{"observed_at":"2026-08-05T16:47:20.491781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.267528Z","title":"Detecting camouflaged object in frequency domain","venue":null,"work_id":"a75f2de9-7299-4abb-a022-35c22f9f8f80","year":2022},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.650904Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:de386ad109c1ea6287f4a113b7b580c4b42d008c3610aafdff832bc263c24547","observation_id":"3a16c80e-6e70-4a2f-8ecc-e91229b50a5d","resolution":{"observed_at":"2026-08-05T16:47:20.347532Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T16:47:20.064145Z","title":"Inferring camouflaged objects by texture-aware interactive guidance network","venue":null,"work_id":"c1b07a65-b2df-4f86-817a-b6fb50486cdf","year":2021},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.758810Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:00e86be35c2b168b9cad6731de2831f32d8e7de05b5140a75901c7fdb6f8477c","observation_id":"7799dee6-fbe2-4e3e-95c2-0889891a1ab2","resolution":{"observed_at":"2026-08-05T16:47:20.174263Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T16:47:19.895927Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-05T16:47:19.895927Z"},"links":{"citing_paper":"/paper/2508.17843"},"observation_digest":"sha256:589534e8c588e41e39e807073de15fa8de839eaae232382cd7175812f714aaf6","observation_id":"3a5768c5-82ce-4055-91c2-5ebca2eeb21b","resolution":{"observed_at":"2026-08-05T16:47:19.895927Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2508.17843","last_updated":"2025-08-25T09:47:12Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T15:07:32.576284Z","submitted_at":"2025-08-25T09:47:12Z","title":"SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection"},"reference_resolution":{"displayed":50,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":7,"verified_exact":0,"verified_fuzzy":43},"total_outbound_references":50},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.17843."}