Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:42:30.974748Z
Paper Citation Record · LEDGER
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation
As of 18 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2508.18050.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
62 of 62 outbound references displayed
- verified exact1
- verified fuzzy51
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 02619dc0-3fc9-4d7a-bcb4-6569f6622a51 · outbound
This paper cites Source-free depth for object pop-out.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Source-free depth for object pop-out
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.968747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c62809dc-7a39-4a78-8dda-462549499d8b · outbound
This paper cites Weakly-supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Weakly-supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.910523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 069ca42d-8e8e-4e18-89d9-438d3789d63a · outbound
This paper cites Weakly-supervised camouflaged object detection with scribble annotations.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Weakly-supervised camouflaged object detection with scribble annotations
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.874015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 76d108ad-4c3c-4060-9ad7-aa0ae75f195e · outbound
This paper cites Segment anything.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Segment anything
Reference 4
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5989fbff-23c2-4d7b-8c1e-e2e5a3c332c4 · outbound
This paper cites Learning transferable visual 10 models from natural language supervision.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Learning transferable visual 10 models from natural language supervision
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.773619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 243d69bd-53b8-4a39-a8ae-8bece17d5244 · outbound
This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Grounding dino: Marrying dino with grounded pre-training for open-set object detection
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:42:23.314862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0cfcfd7-9831-4f0c-97d7-481a929ed30c · outbound
This paper cites Leveraging hallucinations to reduce manual prompt dependency in promptable segmentation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Leveraging hallucinations to reduce manual prompt dependency in promptable segmentation
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.734411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d5d928d-d70f-4b5c-9906-06cb80fd5949 · outbound
This paper cites INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T16:42:32.070507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2d3d2e2a-7b39-4b19-8859-8a9f85dec567 · outbound
This paper cites Cross-modality salient object detection network with universality and anti-interference.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Cross-modality salient object detection network with universality and anti-interference
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.702580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a6a8a75-0b67-471c-a663-2e001e9cb477 · outbound
This paper cites M2fnet: Multi-modal fusion network for object detection from visible and thermal infrared images.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation M2fnet: Multi-modal fusion network for object detection from visible and thermal infrared images
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.677566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1d87452-4ba2-4663-a036-1cd5e97cd4b5 · outbound
This paper cites Spatial-frequency attention-based optical and scene flow with cross-modal knowledge distillation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Spatial-frequency attention-based optical and scene flow with cross-modal knowledge distillation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.654534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2e052fd7-d394-474b-a30c-c337910f9654 · outbound
This paper cites Vision fourier transformer empowered multi-modal imaging system for ethane leakage detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Vision fourier transformer empowered multi-modal imaging system for ethane leakage detection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.603064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b41b516-6c7e-4ab0-9188-09a61fdc1c86 · outbound
This paper cites Depth- aided camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Depth- aided camouflaged object detection
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.578160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b59cf3f3-9a87-4fff-a321-1ed9c0e5df9d · outbound
This paper cites Multi- stream information complementarity network for rgb-d camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Multi- stream information complementarity network for rgb-d camouflaged object detection
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.550992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4c59d74e-7927-4d7e-ba23-7fba95971e8a · outbound
This paper cites Depth alignment interaction network for camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Depth alignment interaction network for camouflaged object detection
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.498530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f8ee607-eb02-4ad9-894a-9703cc545bdb · outbound
This paper cites Rnet: Multi- modal and multi-scale refined network for rgb-d salient object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Rnet: Multi- modal and multi-scale refined network for rgb-d salient object detection
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.468340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2001d64b-b3bb-43ff-8c0a-4a376f0dfc24 · outbound
This paper cites Cross- modal hierarchical interaction network for rgb-d salient object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Cross- modal hierarchical interaction network for rgb-d salient object detection
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.436633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7038a701-8172-4d0c-baf7-6dcef244403e · outbound
This paper cites Open-vocabulary camouflaged object segmentation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Open-vocabulary camouflaged object segmentation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.384742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 77da5194-b979-4d36-958d-fff20286723f · outbound
This paper cites Exploring deeper! segment anything model with depth perception for camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Exploring deeper! segment anything model with depth perception for camouflaged object detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.330113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e7096938-4dbf-42e4-876b-db48fe2d4fda · outbound
This paper cites Weakly-supervised salient object detection via scribble annotations.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Weakly-supervised salient object detection via scribble annotations
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.294751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8d59c4e1-d30e-44b1-98cd-a5621ec2e8a7 · outbound
This paper cites Gernand, Jeffery A.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Gernand, Jeffery A
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.261442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2d47368c-7790-45cd-ab7c-c015abc86594 · outbound
This paper cites Self-prompt sam: Medical image segmentation via automatic prompt sam adaptation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Self-prompt sam: Medical image segmentation via automatic prompt sam adaptation
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.224391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 50eaac8a-020b-4dda-9398-dc519a2b6f85 · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.173797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 589aaa5b-84e8-4be0-91b4-6c97abd23f81 · outbound
This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023
Reference 24
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdda18a2-f926-4296-a963-d28a4d8f6380 · outbound
This paper cites Chain of visual perception: Harnessing multimodal large language models for zero-shot camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Chain of visual perception: Harnessing multimodal large language models for zero-shot camouflaged object detection
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.126709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4f9480d4-136b-422d-9dbd-431791ee7897 · outbound
This paper cites Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.090450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3d3b7b2f-f926-4032-a446-790a90f39cee · outbound
This paper cites SAM 2: Segment Anything in Images and Videos.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation SAM 2: Segment Anything in Images and Videos
Reference 27
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fac0ab8-6f3f-4ea2-89d3-df67517b880b · outbound
This paper cites How to evaluate foreground maps? In Proceedings of the IEEE conference on computer vision and pattern recognition, pages 248–255, 2014.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation How to evaluate foreground maps? In Proceedings of the IEEE conference on computer vision and pattern recognition, pages 248–255, 2014
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.039007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 03af6bd2-2e89-4ae9-9fab-59016a13649c · outbound
This paper cites Cognitive vision inspired object segmentation metric and loss function.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Cognitive vision inspired object segmentation metric and loss function
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:36.002037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bb33f774-108a-4515-9803-579450d2b73f · outbound
This paper cites Structure-measure: A new way to evaluate foreground maps.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Structure-measure: A new way to evaluate foreground maps
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.967974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 357f7ca6-dbce-4bcf-97cc-acca8e560d03 · outbound
This paper cites Concealed object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Concealed object detection
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.929109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 97c0d0d0-53e7-4d2f-9ac1-3b95c2d1443d · outbound
This paper cites Animal camouflage analysis: Chameleon database.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Animal camouflage analysis: Chameleon database
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.876966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2415f364-3cd0-49cf-9ea2-4aa1fb4cffd5 · outbound
This paper cites Anabranch network for camouflaged object segmentation.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Anabranch network for camouflaged object segmentation
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.853015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4a73896d-aa5c-4f4e-a7c9-8ac45f114ae4 · outbound
This paper cites Cross- modality discrepant interaction network for rgb-d salient object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Cross- modality discrepant interaction network for rgb-d salient object detection
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.781968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b2064e4-4e0f-4916-a4bb-460789af0be1 · outbound
This paper cites Rgb-d saliency detection via cascaded mutual information minimization.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Rgb-d saliency detection via cascaded mutual information minimization
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.701905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0aedbec7-d714-4fce-b567-b79b43d5d2ae · outbound
This paper cites Specificity- preserving rgb-d saliency detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Specificity- preserving rgb-d saliency detection
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.644749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation da235026-3690-460b-9339-cdef2b5cf37d · outbound
This paper cites Learning discriminative cross- modality features for rgb-d saliency detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Learning discriminative cross- modality features for rgb-d saliency detection
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.591377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a4b847b-a5a1-4ce6-b45e-c05387022c2e · outbound
This paper cites Improving SAM for Camouflaged Object Detection via Dual Stream Adapters.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Improving SAM for Camouflaged Object Detection via Dual Stream Adapters
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:42:27.689508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c6f35e6-1c14-4a43-8308-18aeac89d6b7 · outbound
This paper cites Structure-consistent weakly supervised salient object detection with local saliency coherence.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Structure-consistent weakly supervised salient object detection with local saliency coherence
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.542437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0deb713f-77ac-49c1-b922-28e6087aaae3 · outbound
This paper cites Generalized decoding for pixel, image, and language.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Generalized decoding for pixel, image, and language
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.505187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 990e0280-4b20-4244-bdcb-fec1b535d6df · outbound
This paper cites Segment everything everywhere all at once.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Segment everything everywhere all at once
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.474749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9c69735f-ac68-42a2-a1f0-77182fd01be1 · outbound
This paper cites Automated polyp detection in colonoscopy videos using shape and context information.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Automated polyp detection in colonoscopy videos using shape and context information
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:42:28.120626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c002d75-293e-437e-91ef-8567b393e846 · outbound
This paper cites Kvasir-seg: A segmented polyp dataset.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Kvasir-seg: A segmented polyp dataset
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.365937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f194e6e-087d-454e-aa5e-9daa6865557e · outbound
This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:42:28.445231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d575cbc-5dfa-4f30-b8ab-8d60c680b57b · outbound
This paper cites PlantCamo: Plant Camouflage Detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation PlantCamo: Plant Camouflage Detection
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:42:28.527833Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dd7ad6d-976a-4d08-8193-6b2f2f45cef1 · outbound
This paper cites Boosting camouflaged object detection with dual-task interactive transformer.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Boosting camouflaged object detection with dual-task interactive transformer
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.234748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ec69fa34-73df-4c38-bfc4-37b7969e7ecd · outbound
This paper cites High-resolution iterative feedback network for camouflaged object detection.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation High-resolution iterative feedback network for camouflaged object detection
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:35.094226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dce563c9-b516-4a39-885b-d6f04b7c4ce4 · outbound
This paper cites Vscode: General visual salient and camouflaged object detection with 2d prompt learning.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Vscode: General visual salient and camouflaged object detection with 2d prompt learning
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.954746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e70639a8-c023-401c-b452-22ad0f10c9f9 · outbound
This paper cites Camodiffusion: Camouflaged object detection via conditional diffusion models.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Camodiffusion: Camouflaged object detection via conditional diffusion models
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.863395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 654cff52-444c-4a01-a4f8-7ad134fa453d · outbound
This paper cites In the paper, we used 2026 images from its test set.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation In the paper, we used 2026 images from its test set
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.774742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7643ce8f-28be-429e-8af6-13ffaeaa9f3c · outbound
This paper cites It features complex natural backgrounds and manually annotated masks, serving to test generalization in unseen, high-complexity scenes.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation It features complex natural backgrounds and manually annotated masks, serving to test generalization in unseen, high-complexity scenes
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.732028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3bf10c5-2a98-41b1-9636-549acda630cc · outbound
This paper cites In the paper, we used the 250 images from its test set.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation In the paper, we used the 250 images from its test set
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.713018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e97ad445-e3d6-481e-8b8d-09e1a4142d34 · outbound
This paper cites an unresolved cited work.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:42:34.677635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 05ad18f3-a93b-47be-a92a-46125a37f80e · outbound
This paper cites an unresolved cited work.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T16:42:34.564755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 185b822d-c499-44f4-a838-2aa1c3f48aee · outbound
This paper cites It serves as a standard for dermoscopic segmentation.In this paper, we utilized the 1000 images from its test set.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation It serves as a standard for dermoscopic segmentation.In this paper, we utilized the 1000 images from its test set
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.474742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a9b9d537-8584-4bd9-95ce-7e198c6551a4 · outbound
This paper cites It uses high - resolution, copyright - free images sourced from platforms like Flickr.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation It uses high - resolution, copyright - free images sourced from platforms like Flickr
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:34.255722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c258fadd-9f87-4828-b9f0-78392eb8b43f · outbound
This paper cites This foundation enables the system to interpret and fuse visual-language information effectively.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation This foundation enables the system to interpret and fuse visual-language information effectively
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:33.964830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a60eac7-cba9-4372-aee7-4bdbe9f2f686 · outbound
This paper cites During the Sculpting stage, SAM4MLLM is introduced to perform point-level semantic verification.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation During the Sculpting stage, SAM4MLLM is introduced to perform point-level semantic verification
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:33.616837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e058a44-a3e3-4ceb-a863-db3b4bb6217f · outbound
This paper cites These maps enrich spatial perception by providing dense geometric context, complementing RGB information and improving reasoning in cluttered or texture-weak scenes.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation These maps enrich spatial perception by providing dense geometric context, complementing RGB information and improving reasoning in cluttered or texture-weak scenes
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:33.344748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e0cd07af-8fb0-4a54-8f79-5ec68bcabc19 · outbound
This paper cites (b) Sequential Single-Image Processing : The full workflow (conjecture → focus → sculpting) completes for one image before starting the next.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation (b) Sequential Single-Image Processing : The full workflow (conjecture → focus → sculpting) completes for one image before starting the next
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:33.134746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 532cd2a7-a2cb-4220-849b-f340ce52bf16 · outbound
This paper cites Eight GPUs are grouped into four pairs (2 GPUs per pair) running in parallel.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Eight GPUs are grouped into four pairs (2 GPUs per pair) running in parallel
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:32.727506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d0beb716-b269-427d-ab04-657fd1b1e115 · outbound
This paper cites a camouflaged animal hidden in the scene.
ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation a camouflaged animal hidden in the scene
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:42:32.324861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.