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Paper Citation Record · LEDGER

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm

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.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.07585 v1

Coverage vector

measured 100 of 111 reference resolution

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measured 101 of 101 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:01:49.520009Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T22:01:49.548784Z

Reference resolution

100 of 111 outbound references displayed

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Outbound references

Observation 2f1b75ef-72f2-491b-b263-de5b0d8d7570 · outbound

This paper cites Rgb-d salient object detec- tion: A survey,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Rgb-d salient object detec- tion: A survey,

Reference 1

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Observation 698191cf-5778-4865-8b1b-ff6b5699b7d9 · outbound

This paper cites Advanced deep-learning tech- niques for salient and category-specific object detection: A survey,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Advanced deep-learning tech- niques for salient and category-specific object detection: A survey,

Reference 2

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Observation 6a6cc556-610d-4432-8119-77961d0642fa · outbound

This paper cites Salient object detection driven by fixation prediction,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detection driven by fixation prediction,

Reference 3

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Observation d1e9ff78-4b0a-4546-b901-6d084982c655 · outbound

This paper cites Spatial-temporal initialization dilemma: towards realistic visual tracking,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Spatial-temporal initialization dilemma: towards realistic visual tracking,

Reference 4

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Observation b426f033-a452-4d96-9c7c-e26f18731dd6 · outbound

This paper cites Pattern-affinitive propagation across depth, surface normal and semantic segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Pattern-affinitive propagation across depth, surface normal and semantic segmentation,

Reference 5

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Observation ed337ece-ab39-4e64-b537-a2b581990f57 · outbound

This paper cites Leveraging instance-, image-and dataset-level informa- tion for weakly supervised instance segmen- tation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Leveraging instance-, image-and dataset-level informa- tion for weakly supervised instance segmen- tation,

Reference 6

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Observation e8f84742-6949-4e23-8181-a5349a9a3625 · outbound

This paper cites Repfinder: find- ing approximately repeated scene elements for image editing,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Repfinder: find- ing approximately repeated scene elements for image editing,

Reference 7

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Observation f1ef21ca-c80b-46ab-8c0b-d60e4037410f · outbound

This paper cites JCS: An explainable COVID-19 diagnosis Springer Nature 2021 LATEX template GAPNet 15 system by joint classification and segmenta- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm JCS: An explainable COVID-19 diagnosis Springer Nature 2021 LATEX template GAPNet 15 system by joint classification and segmenta- tion,

Reference 8

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Observation 79e5be1a-c41e-4377-9c0d-03a799686512 · outbound

This paper cites Environment exploration for object-based visual saliency learning,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Environment exploration for object-based visual saliency learning,

Reference 9

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Observation 281c77e1-7e23-474e-abdc-0ce0f2a2c257 · outbound

This paper cites Salient object detec- tion: A discriminative regional feature inte- gration approach,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detec- tion: A discriminative regional feature inte- gration approach,

Reference 10

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Observation b60d307c-df6b-478d-9e0c-9ca5c23fccd6 · outbound

This paper cites Salient object detection in the deep learning era: An in-depth survey,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detection in the deep learning era: An in-depth survey,

Reference 11

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Observation 671f453c-63bf-4274-bf7b-374b888fdbdf · outbound

This paper cites DHSNet: Deep hier- archical saliency network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm DHSNet: Deep hier- archical saliency network for salient object detection,

Reference 12

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Observation 6c3d080f-f320-4a10-b135-fecf85fa30ea · outbound

This paper cites Amulet: Aggregating multi- level convolutional features for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Amulet: Aggregating multi- level convolutional features for salient object detection,

Reference 13

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Observation 3cd10f22-8764-4f96-a976-8ec1a547fc16 · outbound

This paper cites EGNet: Edge guidance network for salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm EGNet: Edge guidance network for salient object detec- tion,

Reference 14

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Observation b9e58291-6576-4875-978f-483fb25feeeb · outbound

This paper cites A simple pooling-based design for real-time salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm A simple pooling-based design for real-time salient object detec- tion,

Reference 15

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Observation dd6e77b3-a726-4a50-8760-988560379320 · outbound

This paper cites Multi-scale interactive network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Multi-scale interactive network for salient object detection,

Reference 16

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Observation cb66488b-d157-43bd-8ea8-6d042af4a0dc · outbound

This paper cites Interactive two-stream decoder for accurate and fast saliency detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Interactive two-stream decoder for accurate and fast saliency detection,

Reference 17

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Observation 69096b49-7bf8-4ff6-bf53-014e11cd5bef · outbound

This paper cites Edn: Salient object detec- tion via extremely-downsampled network,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Edn: Salient object detec- tion via extremely-downsampled network,

Reference 18

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Observation ba591259-6e11-43af-bac2-689651d5a75a · outbound

This paper cites Salient object detec- tion via integrity learning,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detec- tion via integrity learning,

Reference 19

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Observation 1ba2e3b5-f930-405f-88a4-a65aa220e6ac · outbound

This paper cites Very deep convolutional networks for large-scale image recognition,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Very deep convolutional networks for large-scale image recognition,

Reference 20

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This paper cites Deep residual learning for image recognition,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deep residual learning for image recognition,

Reference 21

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Observation 0dd10d1f-9c5d-44f8-ac48-57ff01d17927 · outbound

This paper cites P2T: Pyramid pooling transformer for scene understanding,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm P2T: Pyramid pooling transformer for scene understanding,

Reference 22

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Observation 7958611c-7e32-4281-95b1-5490c0197245 · outbound

This paper cites Vision transformers with hierarchical attention,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Vision transformers with hierarchical attention,

Reference 23

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Observation 90b1b1d9-edf0-4bc8-9a22-2a1a9a5bcd18 · outbound

This paper cites Low-resolution self-attention for semantic segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Low-resolution self-attention for semantic segmentation,

Reference 24

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Observation 10b70d9b-f05e-4c4f-8581-26b481079f81 · outbound

This paper cites Samnet: Stereoscop- ically attentive multi-scale network for lightweight salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Samnet: Stereoscop- ically attentive multi-scale network for lightweight salient object detection,

Reference 25

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Observation 8f842085-b86c-4b94-88e4-a0220a352479 · outbound

This paper cites Effi- cient salient region detection with soft image abstraction,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Effi- cient salient region detection with soft image abstraction,

Reference 26

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This paper cites MobileNetV2: Inverted residuals and linear bottlenecks,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm MobileNetV2: Inverted residuals and linear bottlenecks,

Reference 27

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This paper cites Deep contrast learning for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deep contrast learning for salient object detection,

Reference 28

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This paper cites Deeply supervised salient object detection with short connec- tions,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deeply supervised salient object detection with short connec- tions,

Reference 29

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This paper cites Revisit- ing computer-aided tuberculosis diagnosis,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Revisit- ing computer-aided tuberculosis diagnosis,

Reference 30

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This paper cites Video polyp segmentation: A deep learning per- spective,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Video polyp segmentation: A deep learning per- spective,

Reference 31

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GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Frontiers in intelligent colonoscopy,

Reference 32

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GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Camouflaged object detection,

Reference 33

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GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deep gradi- ent learning for efficient camouflaged object detection,

Reference 34

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Observation 2972753b-9ad7-4d77-a1ff-3e620212884a · outbound

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GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Superpixel-based spatiotemporal saliency detection,

Reference 35

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Observation 67e178e7-a9b4-4785-b090-1393ba950f9e · outbound

This paper cites Saliency detection via graph- based manifold ranking,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Saliency detection via graph- based manifold ranking,

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.176324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.408146Z digest=sha256:3d49843359fde30c4bd4718b4707e7936fcea95bf4c5626b47fa65ca60e93077

Observation ef49c1db-f8a0-4a29-bbf2-e184d126ab37 · outbound

This paper cites 50 fps object-level saliency detec- tion via maximally stable region,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm 50 fps object-level saliency detec- tion via maximally stable region,

Reference 37

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raw_fallback, observed 2026-08-05T22:07:39.161565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.420257Z digest=sha256:fbf87134aed52e28c26843a8c1ad0696089da363a430ff08d426167d6c2e8295

Observation e787b8b3-20b8-416d-87da-bd04860da54e · outbound

This paper cites Saliency detection via dense and sparse reconstruction,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Saliency detection via dense and sparse reconstruction,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.145773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.450577Z digest=sha256:797e92c265fa113d147babae7e553e5cd7aea753f057e8071c0d56cbc45777aa

Observation a46fd979-3c05-4bd8-b516-3030afe38448 · outbound

This paper cites Global contrast based salient region detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Global contrast based salient region detection,

Reference 39

Resolution
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raw_fallback, observed 2026-08-05T22:07:39.131005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.454647Z digest=sha256:8c97095628e4c954aab7eea1da162418858660635d4587d7761c13930187fe4c

Observation e030e2e0-e061-46aa-8103-88bb2840599f · outbound

This paper cites Salient object detec- tion: A discriminative regional feature inte- gration approach,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detec- tion: A discriminative regional feature inte- gration approach,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.115962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.458659Z digest=sha256:8c7519acf1527ad26624bc5f6e694a303153bd8fb67da819201d940b128ccf78

Observation 3c555386-e3fc-4396-b3ed-33733eafa505 · outbound

This paper cites Decompo- sition and completion network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Decompo- sition and completion network for salient object detection,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.100172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.462651Z digest=sha256:8a5694323df9722fb2ab8555aedae8d9638b57ae613371c21e387c8bc6bb0878

Observation 239a528e-181a-4145-b111-b0eae831c575 · outbound

This paper cites Salient object detection with pyramid attention and salient edges,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Salient object detection with pyramid attention and salient edges,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.084172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.466751Z digest=sha256:ca7be76093461c87210c98b6101992f9fecdc4e5fd3daef70337c30677c2ea16

Observation ee99ea18-c9a6-419c-8631-98327702a206 · outbound

This paper cites An iterative and cooperative top- down and bottom-up inference network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm An iterative and cooperative top- down and bottom-up inference network for salient object detection,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.068621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.470856Z digest=sha256:405e493f719e5fe85dd0ea6edb703489cd98f21231d83ee157e56810979b235e

Observation 0fba934b-b908-4555-b99e-5acb0947a000 · outbound

This paper cites Stacked u-shape network with channel-wise atten- tion for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Stacked u-shape network with channel-wise atten- tion for salient object detection,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.052869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.475656Z digest=sha256:b5cb10afe6d17e5aeea203d87b97a5541686c558e60cd85af57fc48b64905aa8

Observation a3850cb8-4bf5-4484-90cf-150ec1916c05 · outbound

This paper cites Boundary informa- tion progressive guidance network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Boundary informa- tion progressive guidance network for salient object detection,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.035854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.479759Z digest=sha256:8195e543bd9005f09744d8969c5ec5b797105a426bd777c6191605ef36edf21e

Observation 3b905232-d133-4577-bef1-4850d8c032da · outbound

This paper cites Feature specific progressive improvement for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Feature specific progressive improvement for salient object detection,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.017786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.484448Z digest=sha256:9d4ce4b41e049592334ea27dcb3d37c6172388280551a33a27316c4e8594e1a7

Observation 34e0c091-326c-4beb-8c62-4b362d7d809c · outbound

This paper cites A simple yet effective network based on vision transformer for camouflaged object and salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm A simple yet effective network based on vision transformer for camouflaged object and salient object detection,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:39.002611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.488678Z digest=sha256:c59b5580169d9a0b9f12794d53efb49182f020a8e7b53937dd916620a102d0c4

Observation 3ca8164b-7334-4ab4-b9f3-7040ec5bec96 · outbound

This paper cites Calibnet: Dual- branch cross-modal calibration for rgb- d salient instance segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Calibnet: Dual- branch cross-modal calibration for rgb- d salient instance segmentation,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.987835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.493024Z digest=sha256:f781fd97a3afe8faab654d6430126249aed9a2881469d25dc9b23d68cbb6d26a

Observation 4e0245d8-9697-48fc-bb84-d3d3f14206ca · outbound

This paper cites Reverse attention for salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Reverse attention for salient object detec- tion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.973050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.497363Z digest=sha256:948f47bc1db78998256bcf1bff785c3c1ef2f02bff0f4a091169c6800c47510c

Observation 455e8a42-335b-4685-b3a7-ee861c380551 · outbound

This paper cites Com- plementary trilateral decoder for fast and accurate salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Com- plementary trilateral decoder for fast and accurate salient object detection,

Reference 50

Resolution
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raw_fallback, observed 2026-08-05T22:07:38.958092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.501650Z digest=sha256:f24b6b3faa86e61935b9f3e9dcd85a4515da5aa764b8a0b8734c2bdd935107f9

Observation 0564042f-dc89-4b00-8f6e-b79d44a85195 · outbound

This paper cites Towards a complete and detail-preserved salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Towards a complete and detail-preserved salient object detec- tion,

Reference 51

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verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.943218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.506191Z digest=sha256:fdb1e851553df6f7dcfe9ee1a162dc2fad46c0bc8340d523fd976908bb009360

Observation 336670a9-8552-4da4-8e6b-4c2df24756c3 · outbound

This paper cites Rethinking lightweight salient object detection via network depth-width tradeoff,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Rethinking lightweight salient object detection via network depth-width tradeoff,

Reference 52

Resolution
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raw_fallback, observed 2026-08-05T22:07:38.929012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.511545Z digest=sha256:ed741978aaa3f9a9a481fb929eeae91aa4e4bf4d549f512db35b813bcccb0d98

Observation 55fac522-f81a-40a2-bcaa-948e2928dcf2 · outbound

This paper cites Lightweight salient object detection via hierarchical visual per- ception learning,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Lightweight salient object detection via hierarchical visual per- ception learning,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.914829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.515978Z digest=sha256:ef38002919b3271a8428e173d6ef9a8a11564664bcad26d49f5ad0f0832672f3

Observation b8f36027-da5d-40b1-88c1-7ffb3acd5744 · outbound

This paper cites Densely nested top- down flows for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Densely nested top- down flows for salient object detection,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.900665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.520432Z digest=sha256:5e86e49c95c967405ff98aff2a1f8e6f03d5e682963bc33dbb05c9a8ffb52609

Observation 2c8bcb96-3a49-476a-a736-d5942d4e74e5 · outbound

This paper cites ADM- Net: Attention-guided densely multi-scale network for lightweight salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm ADM- Net: Attention-guided densely multi-scale network for lightweight salient object detec- tion,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.886425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.524803Z digest=sha256:bb38819d72a2896069bb59108019538f537403e1884d01e204a6eb858058ae39

Observation 3b22dd61-fde5-4fb8-b9dc-064d9b026737 · outbound

This paper cites A highly efficient model to study the semantics of salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm A highly efficient model to study the semantics of salient object detection,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.871876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.529055Z digest=sha256:fa3fa7d31bedefb6a8fc3f9dc330e590df8fa4f03b79dd7cbb15c238fe5ca4e0

Observation 954213dd-5ea3-4f7b-9c15-25e9345f07a6 · outbound

This paper cites Elwnet: An extremely lightweight approach for real- time salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Elwnet: An extremely lightweight approach for real- time salient object detection,

Reference 57

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raw_fallback, observed 2026-08-05T22:07:38.856157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.533410Z digest=sha256:f8f32a2cdee7331373dd2b5a4295a4a9f81fe019867e014f757105b6db734673

Observation f623a294-d53d-49fd-a26e-df48693f5bfc · outbound

This paper cites Larnet: Towards lightweight, accurate and real-time salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Larnet: Towards lightweight, accurate and real-time salient object detection,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.840948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.537427Z digest=sha256:255e18f8c817a15f33218c2ec8428180ef3775cbcfb6dc292da9c4f403ab6938

Observation 73af6687-3740-446a-9976-40b9abe6332e · outbound

This paper cites Cnn-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Cnn-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.826722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.541420Z digest=sha256:5a53a3cbd630595cb241087dc72d747ad755d13ac64e8b6f96c71b8c9014540a

Observation dfbb79b0-101d-4dd5-9019-be0f952fbd7a · outbound

This paper cites Regularized densely- connected pyramid network for salient instance segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Regularized densely- connected pyramid network for salient instance segmentation,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.812217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.545725Z digest=sha256:1678397babbb16dc3e34f960f84809b2665b53a9de81820b2f7048b39a45b4ae

Observation ec878667-6a10-416c-9de6-918dc9982d98 · outbound

This paper cites Collaborative compensative transformer network for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Collaborative compensative transformer network for salient object detection,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.796447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.549637Z digest=sha256:f1864addd67d21bb234c13e3459903ae0e81de4e00ca23db9a71e1c2ac3ee5ce

Observation b3160bc6-4e8a-4391-a328-71217ca5bf18 · outbound

This paper cites Transformer-based efficient salient instance segmentation networks with ori- entative query,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Transformer-based efficient salient instance segmentation networks with ori- entative query,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.780405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.553735Z digest=sha256:8e28f419e2405ee87110f83dd21d37d4297efc9c95e88f1f8a3f02d3856dd5a6

Observation e23f9062-d224-4bf8-8470-5ef32375fe03 · outbound

This paper cites Holistically-nested edge detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Holistically-nested edge detection,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.765103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.558006Z digest=sha256:28027c1bb37ca88c6e11ac614f29186d9a3cfc0fbeecd4620ed7b8bf0c11ca80

Observation 0fbe3244-5e47-43ef-99a4-cf188d2eeb71 · outbound

This paper cites Deeply supervised salient object detection with short connec- tions,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deeply supervised salient object detection with short connec- tions,

Reference 64

Resolution
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raw_fallback, observed 2026-08-05T22:07:38.749269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.562231Z digest=sha256:3ee452e2cca384f6cf2047bcd5435b7c307cf344dd534db037b21afe61c62707

Observation e279c412-643b-4579-91ae-ceed90927dca · outbound

This paper cites Cascaded partial decoder for fast and accurate salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Cascaded partial decoder for fast and accurate salient object detection,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.734118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.566999Z digest=sha256:d596561636a44cbd3619d354e9813ff0b71dccb985d2fc1b04544d2bc2d530c5

Observation 0672b2ce-469d-4405-bcda-9e1b23a4884a · outbound

This paper cites DNA: Deeply- supervised nonlinear aggregation for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm DNA: Deeply- supervised nonlinear aggregation for salient object detection,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.719377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.571198Z digest=sha256:d09fb86b75ba8cf38930213cce671c66543e8082f52db7d2fbbf3656f08fe657

Observation 58ddb9e6-c6d4-43f3-88af-620144127bbf · outbound

This paper cites Deeply-supervised nets,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Deeply-supervised nets,

Reference 67

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raw_fallback, observed 2026-08-05T22:07:38.703757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.575303Z digest=sha256:c3552c79e3cd79370f6dcb135e4a2b76fdedc5282434dc4cd24c630f385252cd

Observation 8bf064cf-eb03-4b6b-bf0f-7de4a2135af0 · outbound

This paper cites Label decoupling framework for salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Label decoupling framework for salient object detection,

Reference 68

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raw_fallback, observed 2026-08-05T22:07:38.689449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.579624Z digest=sha256:3e3040d94398ec0789f78589ded74489310e9a0852166eb2f2812ab54b7815e5

Observation c5c20c7a-fbe9-4976-869a-6d511701f109 · outbound

This paper cites Bbs-net: Rgb-d salient object detection with a bifurcated backbone strat- egy network,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Bbs-net: Rgb-d salient object detection with a bifurcated backbone strat- egy network,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.674525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.584105Z digest=sha256:bfac597ee019beeee3702151cc6374e2b75c9085b001f0f8838e7c94d107ed75

Observation ad0c063f-9f4d-4b71-908d-90cbd11ae603 · outbound

This paper cites Vscode: General visual salient and camouflaged object detection with 2d prompt learning,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Vscode: General visual salient and camouflaged object detection with 2d prompt learning,

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.659901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.588360Z digest=sha256:de82314e6b0a5cb89b2b2eb1f04d4063bb6f3ad7d786800e2b7042122202cfcf

Observation 59bef727-79f2-4f9d-bb21-2cf4cb47cc45 · outbound

This paper cites Exploring salient object detection with adder neural net- works,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Exploring salient object detection with adder neural net- works,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.644908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.592523Z digest=sha256:933c4948c1e7f99d9cc2b4af2228b33cc144c796734caf40d1c423009dd5991a

Observation 4e14d890-c8ed-427a-a59d-2eb86ba40b97 · outbound

This paper cites Shifting more attention to video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Shifting more attention to video salient object detection,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.629403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.596715Z digest=sha256:fb0430ec87d3237fbe8aa7607157cbb2278165b53e998c4066f3e0db5560e6b3

Observation bccf07d0-14c7-494d-b2f9-99dc9d4433aa · outbound

This paper cites Learning long-term structural dependen- cies for video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Learning long-term structural dependen- cies for video salient object detection,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.613833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.600853Z digest=sha256:a8a72e5d9c3a839a5ae84d0b95d0c5829d6095e4880cc83ac904db92ba6ac179

Observation 3fc76798-6458-4da2-9833-f3f78ca8ffb6 · outbound

This paper cites Exploring rich and efficient spatial temporal interactions for real-time video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Exploring rich and efficient spatial temporal interactions for real-time video salient object detection,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.598992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.604868Z digest=sha256:77f7770d921811152025f381c2764bab36d365059d188d1bbc894d5c5dc22bd9

Observation 1ba21f1b-b780-49df-8257-d1dbca237e69 · outbound

This paper cites Full-duplex strategy for video object segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Full-duplex strategy for video object segmentation,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.583791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.609516Z digest=sha256:9e4c76011f5633fcbebf4740c685c0dbce68a11d4a11068fd5e21a17cb39b260

Observation b45b54dc-0c22-4856-b82c-71e24af976ba · outbound

This paper cites Weakly super- vised video salient object detection via point supervision,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Weakly super- vised video salient object detection via point supervision,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.567656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.615574Z digest=sha256:81fbaae932592144cd00b1e0c4faf2e48fa75e80426e73bc2c238337e7f3a5e4

Observation 8bcddb82-03e8-49e7-9acb-384cb27e7566 · outbound

This paper cites Psnet: Parallel symmetric network for video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Psnet: Parallel symmetric network for video salient object detection,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.552712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.621130Z digest=sha256:e5d38b5ee566f40dcd4fe250290bf59b79d566e159ad9813213a43a18be4e97d

Observation 65d4ec42-d2c8-4100-9bd6-d491a727de05 · outbound

This paper cites Con- trollable augmentations for video represen- tation learning,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Con- trollable augmentations for video represen- tation learning,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.537411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.625515Z digest=sha256:b040ba13945144a0a27e89fd8ba9834da02668e240c7d43a9e5274950489ceaa

Observation f7856006-40ee-402e-8c2e-ec07dfb78ac0 · outbound

This paper cites Dynamic message propagation network for rgb-d and video Springer Nature 2021 LATEX template GAPNet 19 salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Dynamic message propagation network for rgb-d and video Springer Nature 2021 LATEX template GAPNet 19 salient object detection,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.521459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.629732Z digest=sha256:706f2ef7bcc066a499a156e6e21ffa815c3ee4b5471dd75a5000d36d19fbf7be

Observation 268f6e6e-a871-469d-996a-6c09f7cb00dc · outbound

This paper cites Tenet: Triple excitation network for video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Tenet: Triple excitation network for video salient object detection,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.504785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.634769Z digest=sha256:a7fe61ce1f4e8f5ba60e71182005ae92a6f6ced8f365e3e6abe0b34a5c058a89

Observation 29285903-31f7-4069-8481-2591368fb327 · outbound

This paper cites Dynamic context-sensitive filtering network for video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Dynamic context-sensitive filtering network for video salient object detection,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.488762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.639105Z digest=sha256:0690ee836466e15251be1cf04dcbfe210927853143eb9f8279c722244b46639c

Observation b393cb7f-9ed4-4605-9646-dcdb55cac41a · outbound

This paper cites Motion-aware mem- ory network for fast video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Motion-aware mem- ory network for fast video salient object detection,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.473485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.643402Z digest=sha256:98a865b190862909eb540ba63db19787993c5a837f485824c09797183acd2793

Observation 719a8b16-9220-4134-baed-e8496c66245a · outbound

This paper cites Learning complementary spatial– temporal transformer for video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Learning complementary spatial– temporal transformer for video salient object detection,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.459164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.647595Z digest=sha256:57cd6fd66e78296334285782c660da73a45d1ef5661d0a7e2242e27b92b50dcb

Observation 7940acac-8e9e-463c-8362-4ac03b89f7df · outbound

This paper cites A novel divide and conquer solution for long-term video salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm A novel divide and conquer solution for long-term video salient object detection,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.445141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.652265Z digest=sha256:f57c1486a2bb8055ecf60cfe48dae3d97b7775ab8d73849318fbb00ec8c22751

Observation 25a68c40-c325-4838-aa6d-862b7409fb6d · outbound

This paper cites Picanet: Pixel-wise contextual attention learning for accurate saliency detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Picanet: Pixel-wise contextual attention learning for accurate saliency detection,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.430909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.656820Z digest=sha256:5a460f5f40417860bd88983fed469d83678ee2e5010df027d745badaf3b0acd5

Observation 8c1cbf4b-d9e3-4868-91ab-41946be47b6c · outbound

This paper cites Mobile- Sal: Extremely efficient rgb-d salient object detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Mobile- Sal: Extremely efficient rgb-d salient object detection,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.416750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.661141Z digest=sha256:71c429ede17db14e1e7bd19c68faab7f630c0f1e347c4365ccb841348d2f66a2

Observation 0e74b86d-b9c7-4008-bc2e-d45ca1f90417 · outbound

This paper cites V-Net: Fully convolutional neural networks for volumetric medical image segmenta- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm V-Net: Fully convolutional neural networks for volumetric medical image segmenta- tion,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.402026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.665365Z digest=sha256:a438de6d9ea2f3a49f80adc341271a6fc59f2e9df527be18c53a4ff2e9c73d54

Observation 38a5802c-5f19-4ac8-b14c-af8a6f847a2f · outbound

This paper cites Visual saliency transformer,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Visual saliency transformer,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.386727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.669789Z digest=sha256:241dfe406895475cd62a8e573b3d7fae577baac1ead28e6abf6b3c28cd43a961

Observation d32a70f3-9590-468b-9fc3-a9f640563e4b · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning library,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm PyTorch: An imperative style, high-performance deep learning library,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.371642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.673838Z digest=sha256:880392a5fcd8cf57cd731d3f575e4654d25cddb65ab18fcec8586599259b8574

Observation 7126c128-bb8d-4e1c-a12b-7e554c5e3028 · outbound

This paper cites Adam: A method for stochastic optimization,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Adam: A method for stochastic optimization,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.357486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.677781Z digest=sha256:33965df86a9943c238300337ebfa486dc9862d96539a6cd25489c08387913a01

Observation 660fdf24-4799-4164-866b-1cb9c51452c3 · outbound

This paper cites Siamese network for rgb-d salient object detection and beyond,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Siamese network for rgb-d salient object detection and beyond,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.342673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.682006Z digest=sha256:a15b9943fb1a686fbc70db5007c9dac84cdcae7965b2a70d2fdd94a5497b390b

Observation e1ec9c29-f690-47f3-9168-c0895377309c · outbound

This paper cites Flownet 2.0: Evolution of optical flow estimation with deep networks,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Flownet 2.0: Evolution of optical flow estimation with deep networks,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.327555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.686397Z digest=sha256:f5997cf39c6052c3b33523a82ef6756a1af46843b9e6b0b2f60af333a7789028

Observation cda06a87-9b7f-4e7f-a9c1-e791fc714e51 · outbound

This paper cites Learn- ing to detect salient objects with image-level supervision,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Learn- ing to detect salient objects with image-level supervision,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.312719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.690615Z digest=sha256:9df1599789876232d6244ba4cb18f9b8ba2c0dc86bdb6885fbd5aaae20e7b9e2

Observation 85955293-3ab7-4eff-aca6-7a64f5e6e23c · outbound

This paper cites Visual saliency based on multiscale deep features,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Visual saliency based on multiscale deep features,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.297796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.695235Z digest=sha256:7df81951420b9776c07f106775fbe813adb9ce3a2941f250b61cdfac28de73f1

Observation 03560a1a-9a1d-4831-a42a-eafe5413df7b · outbound

This paper cites Hier- archical saliency detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Hier- archical saliency detection,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.283748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.699313Z digest=sha256:e5f3cfd0780305c717a15b7181d724983cdd03bf0b75cefc04f70cc5ec5f3a49

Observation a91a91dc-19a4-4d3f-88f0-400a7b88a623 · outbound

This paper cites The secrets of salient object segmentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm The secrets of salient object segmentation,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.268572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.703429Z digest=sha256:522e5d3b965b55a6e3ca23116f28f14965a5ff3b02e3106922780ec0233a0bbe

Observation 2a2643d7-6c94-4f23-8536-2f531d180bf0 · outbound

This paper cites Detect globally, refine locally: A novel approach to saliency detection,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Detect globally, refine locally: A novel approach to saliency detection,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.253928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.707759Z digest=sha256:8b7fc053888c5bfbc5e474f439a5d929a6b9fbe012d8a87bd64965f15bb9a5e1

Observation 0fc35247-0a28-4189-873a-c89a51f7c1a2 · outbound

This paper cites Learning to promote saliency detectors,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Learning to promote saliency detectors,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.239464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.712262Z digest=sha256:43b907b39724335cde1b081f2c896810f08251f7272dbdfd0132bad37df7e1d1

Observation 6b613648-56de-4057-b55c-22e330633961 · outbound

This paper cites Pixels, regions, and objects: Mul- tiple enhancement for salient object detec- tion,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm Pixels, regions, and objects: Mul- tiple enhancement for salient object detec- tion,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.224841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.716784Z digest=sha256:f4f341b25dedc615d8277af7511f0195d16094196e10ed97364c0186b235e0d2

Observation b714353b-5ae6-4122-ae1c-f0c0421f84ec · outbound

This paper cites A benchmark dataset and eval- uation methodology for video object seg- mentation,.

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm A benchmark dataset and eval- uation methodology for video object seg- mentation,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:07:38.210596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:07:37.721531Z digest=sha256:210fc91ec2e9155d300a1bbcb01f133439a972f2967c2e5a2a51d921680d74de

Pith citing papers

Observation 2d259d2a-aa48-405c-bff4-15e4bf913385 · inbound

MiqroForge: An Intelligent Workflow Platform for Quantum-Enhanced Computational Chemistry cites this paper.

MiqroForge: An Intelligent Workflow Platform for Quantum-Enhanced Computational Chemistry GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:01:49.554372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T22:01:49.520009Z digest=sha256:1458fb02264b642708d3b5c0ed66f3465463a58cde60ab3ad4e1e7107551163f