Paper Citation Record · LEDGER

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

As of 8 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 4 inbound Pith citation observations for arXiv:2506.10712.

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

pith.paper-citation-record.v1
2506.10712 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:27:20.403684Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:49:52.365174Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T18:38:52.902502Z

Reference resolution

71 of 71 outbound references displayed

verified exact2
verified fuzzy45
unresolved24
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 826654b9-d64c-4073-b368-8153949318a3 · outbound

This paper cites Concealed object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Concealed object detection,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.971345Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5f56617-a34f-4f44-939a-8fd98b5eb475 · outbound

This paper cites Deep Learning in Concealed Dense Prediction.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Deep Learning in Concealed Dense Prediction

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:27:20.562289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ad05fc1-32da-4492-ba83-eb3f814ddc7f · outbound

This paper cites Depth-aware concealed crop detection in dense agricultural scenes,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Depth-aware concealed crop detection in dense agricultural scenes,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.963630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 85268fd7-ed94-434e-bb2b-2ace5856afbb · outbound

This paper cites Computer-vision-based fabric defect detection: A survey,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Computer-vision-based fabric defect detection: A survey,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.947627Z

Source-reported events for the cited work

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Observation 2aebbbcd-fe8d-462b-a9f7-75cb166ad7fd · outbound

This paper cites Image threshold segmentation based on glle histogram,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Image threshold segmentation based on glle histogram,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.939041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51ce965c-b62c-47cc-ad3f-3f0e5e0f0fae · outbound

This paper cites Camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Camouflaged object detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.930317Z

Source-reported events for the cited work

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Observation a0c06dbf-0715-461c-a55f-c54139672b14 · outbound

This paper cites Camoformer: Masked separable attention for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Camoformer: Masked separable attention for camouflaged object detection,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.221859Z

Source-reported events for the cited work

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Observation b85531ae-1e4a-41ca-a5ab-44e747ba0ed2 · outbound

This paper cites Camouflaged object detection with feature decomposition and edge reconstruction,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Camouflaged object detection with feature decomposition and edge reconstruction,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.224270Z

Source-reported events for the cited work

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Observation df5c1220-3a26-4078-ba24-e996e4d35d77 · outbound

This paper cites RUN: Reversible Unfolding Network for Concealed Object Segmentation.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement RUN: Reversible Unfolding Network for Concealed Object Segmentation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.227441Z

Source-reported events for the cited work

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Observation bfad46b5-607d-45b5-9f7f-a74378842893 · outbound

This paper cites Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.230842Z

Source-reported events for the cited work

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Observation 205096e9-8fc7-4782-a00a-1f46a00cde71 · outbound

This paper cites Tackling the over-smoothing problem of cnn-based hyperspectral image classification,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Tackling the over-smoothing problem of cnn-based hyperspectral image classification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.915571Z

Source-reported events for the cited work

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Observation 434cf4cb-4b7a-4028-87d2-023990bdfbac · outbound

This paper cites Calibrating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Calibrating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation

Reference 13

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Source-reported events for the cited work

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Observation 20b0ab4e-c206-492b-8da8-db702256a2e9 · outbound

This paper cites A Survey of Camouflaged Object Detection and Beyond.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement A Survey of Camouflaged Object Detection and Beyond

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.241606Z

Source-reported events for the cited work

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Observation f0f056a3-2afe-4324-8ecb-ce59ac3fc5ee · outbound

This paper cites Denoising diffusion probabilistic models,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Denoising diffusion probabilistic models,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.245175Z

Source-reported events for the cited work

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Observation 4ef5e255-d929-4978-b4e8-5d0eb648c269 · outbound

This paper cites Diffusion Models in Low-Level Vision: A Survey.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Diffusion Models in Low-Level Vision: A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.248410Z

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Observation 76a21c4b-a6d6-479c-9c4d-dcebd50c06df · outbound

This paper cites Diffusion models in vision: A survey,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Diffusion models in vision: A survey,

Reference 17

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Source-reported events for the cited work

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Observation bc4a565a-b7bd-4dad-aeca-bd505c0b0fe5 · outbound

This paper cites Camodiffusion: Camouflaged object detection via conditional diffusion models,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Camodiffusion: Camouflaged object detection via conditional diffusion models,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.900034Z

Source-reported events for the cited work

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Observation 559ae32f-5dfd-4ff8-bdb9-33c33f9f6d8e · outbound

This paper cites Conditional diffusion models for camouflaged and salient object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Conditional diffusion models for camouflaged and salient object detection,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.257345Z

Source-reported events for the cited work

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Observation 8437d235-c0e5-4d52-95de-72a3bcc9ec95 · outbound

This paper cites Uncertainty-guided diffusion model for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Uncertainty-guided diffusion model for camouflaged object detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.888829Z

Source-reported events for the cited work

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Observation 943900b2-ba2d-47a4-8c8e-16b451f9062b · outbound

This paper cites Diffusion model for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Diffusion model for camouflaged object detection,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.881586Z

Source-reported events for the cited work

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Observation c83bd2b8-f624-48f2-a2d8-a4473d820181 · outbound

This paper cites A brief survey on semantic segmentation with deep learning,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement A brief survey on semantic segmentation with deep learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.866489Z

Source-reported events for the cited work

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Observation 684ac845-dbf8-4604-8fd3-293972b27ccf · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.858635Z

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Observation 6d08a786-cccf-40ed-8bf6-a89276567f12 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Structured denoising diffusion models in discrete state-spaces,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.850569Z

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Observation b477a70f-0b7b-47f3-8de7-1e926cb95d01 · outbound

This paper cites Hidiff: hybrid diffusion framework for medical image segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Hidiff: hybrid diffusion framework for medical image segmentation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.842425Z

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Observation 34735f49-0ca9-4983-8f2e-21fa98b9c75e · outbound

This paper cites SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

Reference 26

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Observation 6c768329-40f1-4ef1-9432-e9dda3ccaf65 · outbound

This paper cites Pointrend: Image segmentation as rendering,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Pointrend: Image segmentation as rendering,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.834300Z

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Observation 08faceb1-b764-446e-a184-010bcbc840b6 · outbound

This paper cites Mask transfiner for high-quality instance segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Mask transfiner for high-quality instance segmentation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.826668Z

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Observation eb88ef8c-0520-42ce-a949-c3e29cc7e858 · outbound

This paper cites Look closer to segment better: Boundary patch refinement for instance segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Look closer to segment better: Boundary patch refinement for instance segmentation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.819273Z

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Observation c6526cdf-4f45-4602-8c3d-e012b266a6d2 · outbound

This paper cites Segfix: Model-agnostic boundary refinement for segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Segfix: Model-agnostic boundary refinement for segmentation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.811111Z

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Observation 90d5fc0f-a75a-41e7-a1d1-7d53c1540837 · outbound

This paper cites Cascadepsp: Toward class-agnostic and very high- resolution segmentation via global and local refinement,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Cascadepsp: Toward class-agnostic and very high- resolution segmentation via global and local refinement,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.803374Z

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Observation e09b40b6-678b-440e-bc0b-78dbe216a76a · outbound

This paper cites Polytransform: Deep polygon transformer for instance segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Polytransform: Deep polygon transformer for instance segmentation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.795467Z

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Observation 7f36f637-055d-48f8-9479-ecb67ad75428 · outbound

This paper cites SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement

Reference 33

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Observation 2ac916f7-aaf2-4b39-b0d0-211f1755d860 · outbound

This paper cites Segment anything,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Segment anything,

Reference 34

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Observation 0bbbd747-dacc-497b-bb47-a6b75d53ed24 · outbound

This paper cites Predictive uncertainty estimation for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Predictive uncertainty estimation for camouflaged object detection,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.784348Z

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Observation 58dcf5e4-19eb-4cce-971e-fc430b4b28a0 · outbound

This paper cites Uncertainty-guided transformer reasoning for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Uncertainty-guided transformer reasoning for camouflaged object detection,

Reference 36

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Observation cbe45e14-8e82-442b-8c1e-5fdf9911fe8e · outbound

This paper cites Uncertainty-aware joint salient object and camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Uncertainty-aware joint salient object and camouflaged object detection,

Reference 37

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This paper cites Preynet: Preying on camouflaged objects,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Preynet: Preying on camouflaged objects,

Reference 38

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Observation 2a740c71-9fa3-46b7-847e-29654670d1df · outbound

This paper cites Modeling aleatoric uncertainty for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Modeling aleatoric uncertainty for camouflaged object detection,

Reference 39

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Observation 9412b52a-d221-4b41-961a-dbbe6c6e6fd6 · outbound

This paper cites Denoising diffusion probabilistic models,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Denoising diffusion probabilistic models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.752761Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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This paper cites Generative modeling by estimating gradients of the data distribution,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Generative modeling by estimating gradients of the data distribution,

Reference 41

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Observation 2ceef4a3-00d8-4c8e-be89-6d2e314dac40 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmenta- tion,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement U-net: Convolutional networks for biomedical image segmenta- tion,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.738134Z

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This paper cites Argmax flows and multinomial diffusion: Learning categorical distributions,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Argmax flows and multinomial diffusion: Learning categorical distributions,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.730521Z

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Observation c3e66eae-61f6-462d-b793-0e5f717feeb6 · outbound

This paper cites Denoising Diffusion Implicit Models.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Denoising Diffusion Implicit Models

Reference 44

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This paper cites Decoupled weight decay regularization,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Decoupled weight decay regularization,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.722294Z

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This paper cites Deep residual learning for image recognition,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Deep residual learning for image recognition,

Reference 46

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This paper cites Imagenet: A large-scale hierarchical image database,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Imagenet: A large-scale hierarchical image database,

Reference 47

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Source-reported events for the cited work

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This paper cites Improved Denoising Diffusion Probabilistic Models.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Improved Denoising Diffusion Probabilistic Models

Reference 48

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This paper cites Animal camouflage analysis: Chameleon database,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Animal camouflage analysis: Chameleon database,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.707621Z

Source-reported events for the cited work

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Observation b5e09297-5f4f-4069-895c-651b24dbbb22 · outbound

This paper cites Anabranch network for camouflaged object segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Anabranch network for camouflaged object segmentation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.700757Z

Source-reported events for the cited work

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Observation cd8ac69c-2905-4a09-a41b-6773dad4f784 · outbound

This paper cites Simultaneously localize, segment and rank the camouflaged objects,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Simultaneously localize, segment and rank the camouflaged objects,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.693643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d841692-8c9a-426d-83e2-4c6b6387d41c · outbound

This paper cites How to evaluate foreground maps?.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement How to evaluate foreground maps?

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.686184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70247564-9c91-43d0-9458-cbd3ab070384 · outbound

This paper cites Cognitive vision inspired object segmentation metric and loss function,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Cognitive vision inspired object segmentation metric and loss function,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.678745Z

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Observation 6bfe9b66-d44d-4a43-b5a9-d029e532026b · outbound

This paper cites Structure-measure: A new way to evaluate foreground maps,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Structure-measure: A new way to evaluate foreground maps,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.669019Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 327ed2a6-72da-4e4a-997a-7628687fd9cc · outbound

This paper cites Camouflaged object segmentation based on matching–recognition– refinement network,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Camouflaged object segmentation based on matching–recognition– refinement network,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.661698Z

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Observation 66dd5572-fa75-4373-bd43-4a3160232055 · outbound

This paper cites Fsnet: Focus scanning network for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Fsnet: Focus scanning network for camouflaged object detection,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.654348Z

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Observation 788b8afb-fc9c-4205-970f-56e3fc2a7fac · outbound

This paper cites Res2net: A new multi-scale backbone architecture,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Res2net: A new multi-scale backbone architecture,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.367065Z

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Observation b3064153-559f-429d-88a0-cb3fe5406033 · outbound

This paper cites Pvt v2: Improved baselines with pyramid vision transformer,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Pvt v2: Improved baselines with pyramid vision transformer,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.369593Z

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Observation 9e71d9e5-fda1-4dc0-bae2-fc9126e1a922 · outbound

This paper cites Sam-adapter: Adapting segment anything in underperformed scenes,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Sam-adapter: Adapting segment anything in underperformed scenes,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.372751Z

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Observation aa347f4d-fff6-40a3-a8c1-882d6019ba3c · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.375001Z

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Observation 8fae7c00-856f-4ba0-b163-8a16ced0a8ae · outbound

This paper cites A survey on deep learning for polyp segmentation: Techniques, challenges and future trends,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement A survey on deep learning for polyp segmentation: Techniques, challenges and future trends,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.631389Z

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Observation 9d05bfdf-077f-455c-8a33-b062ee22850a · outbound

This paper cites Confusing object detection: A survey.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Confusing object detection: A survey

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.623617Z

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Observation c7633e46-c0a7-469a-a766-e7692e222309 · outbound

This paper cites Wm-dova maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Wm-dova maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.616696Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 009f6bb4-32ae-4701-a46a-0f1b754d89c5 · outbound

This paper cites Toward embedded detection of polyps in wce images for early diagnosis of colorectal cancer,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Toward embedded detection of polyps in wce images for early diagnosis of colorectal cancer,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.609694Z

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Observation 53382873-1a9b-4856-ab70-030f68af3375 · outbound

This paper cites Pranet: Parallel reverse attention network for polyp segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Pranet: Parallel reverse attention network for polyp segmentation,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.954987Z

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Observation 5ac1d281-e6ff-476a-9888-cc0db374bae5 · outbound

This paper cites Uacanet: Uncertainty augmented context attention for polyp segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Uacanet: Uncertainty augmented context attention for polyp segmentation,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.602229Z

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Observation 4d02a8d5-7dc5-425d-83a9-23b621a9187a · outbound

This paper cites Don’t hit me! glass detection in real-world scenes,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Don’t hit me! glass detection in real-world scenes,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.594378Z

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Observation 378878f3-a2cd-4e62-82d6-5570f1d46ab8 · outbound

This paper cites Where is my mirror?.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Where is my mirror?

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.586619Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9381b2c9-f38b-47dd-9aaa-8eee53a00d98 · outbound

This paper cites Enhanced boundary learning for glass-like object segmentation,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Enhanced boundary learning for glass-like object segmentation,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.579351Z

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Observation f6ec3180-bae2-4f2e-8eca-5e25db45b61e · outbound

This paper cites Feature shrinkage pyramid for camouflaged object detection with transformers,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Feature shrinkage pyramid for camouflaged object detection with transformers,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:20.570749Z

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Observation 39a38e06-6ab6-4957-bb79-d81173b7e859 · outbound

This paper cites Focusdiffuser: Perceiving local disparities for camouflaged object detection,.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Focusdiffuser: Perceiving local disparities for camouflaged object detection,

Reference 71

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:27:20.499949Z

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Observation 9e3560a7-8f38-435c-ae8d-c48dc45ba509 · outbound

This paper cites an unresolved cited work.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:27:20.873434Z

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Pith citing papers

Observation 74e79a75-3ee3-4777-8ffc-8c1c130d9b82 · inbound

Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion cites this paper.

Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T05:49:52.365174Z

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Observation 1142e90a-c220-4440-96ae-9d4032004842 · inbound

RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects cites this paper.

RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:12:37.420238Z

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Observation f2fcc170-4800-4d69-b53d-779982100733 · inbound

Embedding-perturbed Exploration Preference Optimization for Flow Models cites this paper.

Embedding-perturbed Exploration Preference Optimization for Flow Models Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:38:52.904193Z

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Observation 88b9b634-cd36-471c-b201-f5f7681f45b5 · inbound

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation cites this paper.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

Reference 154

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:43.895399Z

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