Paper Citation Record · LEDGER

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection

As of 21 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.20415.

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

pith.paper-citation-record.v1
2508.20415 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:11:04.423111Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact15
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier3
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 524ec320-ac84-433a-82c7-3c6171bdbedf · outbound

This paper cites SAD: Segment Any RGBD.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection SAD: Segment Any RGBD

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:06.262070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3befc5a3-a963-4472-8ab0-01e6a82c651e · outbound

This paper cites In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:11:04.251832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9a7346-81ae-4594-89cc-970603e9e343 · outbound

This paper cites Reverse Attention for Salient Object Detection.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Reverse Attention for Salient Object Detection

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:06.164680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ce58fac-013b-4e82-b07d-37e2964c0b1d · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine In- telligence 37(3),569–582(2015).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Pattern Analysis and Machine In- telligence 37(3),569–582(2015)

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:06.142146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 799accc5-96a2-43e7-9b50-9ed67e8826f0 · outbound

This paper cites In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:11:04.265990Z

Source-reported events for the cited work

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Observation 9bd9aafe-d5fb-4306-8e94-041e6899a313 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence 41(4), 815–828 (Apr 2019).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Pattern Analysis and Machine Intelligence 41(4), 815–828 (Apr 2019)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.270708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e574a408-90a4-46b7-820c-a18167f58739 · outbound

This paper cites In: Vedaldi, A., Bischof, H., Brox, T., Frahm, J.M.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: Vedaldi, A., Bischof, H., Brox, T., Frahm, J.M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:11:06.312885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0b72bc12-09b9-40c9-9a4a-f0c75f0c4906 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Adam: A Method for Stochastic Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.280387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f0c271-b746-4c4b-8ff6-d4b26dbeef52 · outbound

This paper cites In: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:05.901288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 265a7c12-3d7b-46f6-9f96-1e729527c9aa · outbound

This paper cites The Secrets of Salient Object Segmentation.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection The Secrets of Salient Object Segmentation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:05.815799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7415ebc2-f327-425f-942d-3cd568e26c80 · outbound

This paper cites https://doi.org/ 10.1109/CVPR.2019.00404.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection https://doi.org/ 10.1109/CVPR.2019.00404

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.297543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d112849b-3cf2-4442-80c1-9d37cd65b213 · outbound

This paper cites IEEE Transactions on Image Processing29, 6438–6451 (2020).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Image Processing29, 6438–6451 (2020)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.302463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d60d1a4-8f36-469e-9931-ef8ab3260489 · outbound

This paper cites In: 2020 IEEE/CVF Conference on Computer Vision and Pat- tern Recognition (CVPR).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2020 IEEE/CVF Conference on Computer Vision and Pat- tern Recognition (CVPR)

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:11:04.307235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78ee0db0-f392-4889-80ce-828a2b6ca4be · outbound

This paper cites Visual Saliency Transformer.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Visual Saliency Transformer

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:05.547778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54252bd4-bd5b-47a5-ba81-73bfbef78caa · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.317087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91cf66e8-6f67-46ff-a79b-876f8686615b · outbound

This paper cites IEEE Transac- tions on Circuits and Systems for Video Technology 35(2), 1041–1054 (2025).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transac- tions on Circuits and Systems for Video Technology 35(2), 1041–1054 (2025)

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:05.454027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 50c7777c-8332-4efb-b3be-6907f5d7105f · outbound

This paper cites In: 2010 IEEE Computer Society Confer- ence on Computer Vision and Pattern Recognition - Workshops.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2010 IEEE Computer Society Confer- ence on Computer Vision and Pattern Recognition - Workshops

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:05.371976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbf11857-f9a8-460b-be98-3b9444711fab · outbound

This paper cites Multi-scale Interactive Network for Salient Object Detection.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Multi-scale Interactive Network for Salient Object Detection

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:05.298324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 415f54b5-0583-4243-a935-90856ece25f4 · outbound

This paper cites In: 2019 IEEE/CVF International Con- ference on Computer Vision (ICCV).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2019 IEEE/CVF International Con- ference on Computer Vision (ICCV)

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:11:05.274894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8cac2f6c-b55d-4307-8b4b-51e90cfcf8d0 · outbound

This paper cites In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.341411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff841169-e4ad-4aac-b7da-1aa2e9e03ec5 · outbound

This paper cites IEEE Transactions on Image Processing26(5), 2274–2285 (May 2017).https://doi.org/10.1109/tip.2017.2682981, http://dx.doi.org/ 10.1109/TIP.2017.2682981.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Image Processing26(5), 2274–2285 (May 2017).https://doi.org/10.1109/tip.2017.2682981, http://dx.doi.org/ 10.1109/TIP.2017.2682981

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:05.097133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d2d6052-5776-4d27-875f-9b32fb1ced43 · outbound

This paper cites Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:05.012284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65555de6-098b-474b-b452-77b87e82774c · outbound

This paper cites In: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 23

Resolution: verified exact; doi, observed 2026-08-05T15:11:04.522521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c3148223-e768-4bc2-860b-177107099d3f · outbound

This paper cites an unresolved cited work.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:11:06.294758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b86fb065-4a9b-4abe-ade3-ece7beb83fd7 · outbound

This paper cites Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.363586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f781fd9c-0f9d-4b08-9d05-726410f67042 · outbound

This paper cites F3Net: Fusion, Feedback and Focus for Salient Object Detection.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection F3Net: Fusion, Feedback and Focus for Salient Object Detection

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.368192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59ae2354-be29-4fe8-adb4-76f10afcf1c0 · outbound

This paper cites Label Decoupling Framework for Salient Object Detection.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Label Decoupling Framework for Salient Object Detection

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:04.956750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d5e9e8b0-8a04-4e08-a988-c064291e4a85 · outbound

This paper cites Cascaded Partial Decoder for Fast and Accurate Salient Object Detection.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Cascaded Partial Decoder for Fast and Accurate Salient Object Detection

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:04.935914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 021d5cd4-3333-4805-b6f8-3e24f5bf1ea2 · outbound

This paper cites Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:11:04.913982Z

Source-reported events for the cited work

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Observation 0444d6e7-2e12-41bc-8da9-89f5ee958cc0 · outbound

This paper cites In: 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2013 IEEE Conference on Computer Vision and Pattern Recognition

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c750733a-c5e9-40e3-90ef-bd76daea64ce · outbound

This paper cites In: 2013 IEEE Conference on Computer Vision and Pat- tern Recognition.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2013 IEEE Conference on Computer Vision and Pat- tern Recognition

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.391833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b91e20b-7691-428e-8955-fa8de2b05ab4 · outbound

This paper cites In: Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W.T., Nitta, N., Riegler, M., Yamasaki, T.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W.T., Nitta, N., Riegler, M., Yamasaki, T

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:11:06.278925Z

Source-reported events for the cited work

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Observation dbc7f7a1-6c5c-4294-a414-82e024198e0f · outbound

This paper cites IEEE Transactions on Image Processing34, 2301–2314 (2025).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Image Processing34, 2301–2314 (2025)

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.400583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60bac2bd-526b-4d7c-898a-401f6f92558f · outbound

This paper cites IEEE Transactions on Image Processing 30, 8727–8742 (2021).https://doi.org/10.1109/tip.2021.3116793, http://dx.doi.org/10.1109/TIP.2021.3116793.

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection IEEE Transactions on Image Processing 30, 8727–8742 (2021).https://doi.org/10.1109/tip.2021.3116793, http://dx.doi.org/10.1109/TIP.2021.3116793

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:11:04.824238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9494f4eb-4776-4e44-bd79-3f7f35d1e781 · outbound

This paper cites In: 2017 IEEE International Conference on Computer Vision (ICCV).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2017 IEEE International Conference on Computer Vision (ICCV)

Reference 35

Resolution: verified exact; doi, observed 2026-08-05T15:11:04.477969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 769306c4-40fd-4c91-b0f6-2e0d8e6e6b16 · outbound

This paper cites In: 2019 IEEE/CVF International Con- ference on Computer Vision (ICCV).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2019 IEEE/CVF International Con- ference on Computer Vision (ICCV)

Reference 36

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:11:04.748598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7e7c101-8be1-4e39-b09e-b0cf4a9f33c1 · outbound

This paper cites Computational Visual Media 7(1), 37–69 (Mar 2021).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection Computational Visual Media 7(1), 37–69 (Mar 2021)

Reference 37

Resolution: verified exact; doi, observed 2026-08-05T15:11:04.462042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be37c1f5-46ba-4f10-a768-2d7e3321a49e · outbound

This paper cites In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

Graph-Based Uncertainty Modeling and Multimodal Fusion for Salient Object Detection In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:04.423111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.