Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:04:01.424127Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2506.08955.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:04:01.424127Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cc264ff9-7393-44cc-bb3d-3d832b07a0cd · outbound
Segment Concealed Objects with Incomplete Supervision Concealed object detection,
Reference 1
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 8b704397-eb5d-4310-becb-d7a2077b66bb · outbound
Segment Concealed Objects with Incomplete Supervision Image threshold segmentation based on glle histogram,
Reference 2
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 3f93ef02-ef45-4499-bcee-75125b29c366 · outbound
Segment Concealed Objects with Incomplete Supervision Strategic preys make acute predators: Enhancing camouflaged object detectors by generating camouflaged objects,
Reference 3
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 0d2c5175-2b3d-4dec-bc3f-ed4ea8da6d46 · outbound
Segment Concealed Objects with Incomplete Supervision A survey of camouflaged object detection and beyond,
Reference 4
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 14d75229-a182-4dd9-8421-6677c8c138a8 · outbound
Segment Concealed Objects with Incomplete Supervision Concealed object segmentation with hierarchical coherence modeling,
Reference 5
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 9d62776a-ce47-4895-86fc-6656f6b001f5 · outbound
Segment Concealed Objects with Incomplete Supervision Zoomnext: A unified collaborative pyramid network for camouflaged object detection,
Reference 6
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 9cc3ca38-bbf7-4128-9419-a78fc05e5665 · outbound
Segment Concealed Objects with Incomplete Supervision Detecting camouflaged object in frequency domain,
Reference 7
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 ee9b969c-8462-4126-a524-856a600b2a17 · outbound
Segment Concealed Objects with Incomplete Supervision Camouflaged object detection with feature decomposition and edge reconstruction,
Reference 8
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 c279d548-b4b7-4135-a749-444d2cd67f9f · outbound
Segment Concealed Objects with Incomplete Supervision Diffusion models in low-level vision: A survey,
Reference 9
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 598c4eaa-ae3f-4382-ab4c-93cdaaf1fcf8 · outbound
Segment Concealed Objects with Incomplete Supervision Spider: A unified framework for context-dependent concept segmentation,
Reference 10
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 63312267-7552-48be-a145-95f70c771312 · outbound
Segment Concealed Objects with Incomplete Supervision Weakly-supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping,
Reference 11
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 9ec5ef46-e4a4-409a-a6bc-db42326a1b3c · outbound
Segment Concealed Objects with Incomplete Supervision CamoTeacher: Dual-Rotation Consistency Learning for Semi-Supervised Camouflaged Object Detection
Reference 12
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 a0f20f40-0d64-4530-8fe1-5a58a616f663 · outbound
Segment Concealed Objects with Incomplete Supervision Real-world image dehazing with coherence-based label generator and cooperative unfolding network,
Reference 13
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 5663a5fa-52df-483f-921f-82e2483e2b2c · outbound
Segment Concealed Objects with Incomplete Supervision Reti-diff: Illumination degradation image restoration with retinex-based latent diffusion model,
Reference 14
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 f183d66e-6914-4561-bfe5-288e9625febe · outbound
Segment Concealed Objects with Incomplete Supervision UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a08685-cb21-42fb-b21e-4e7c9d3bf1dd · outbound
Segment Concealed Objects with Incomplete Supervision Segment Anything
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8c1cd60-5176-4719-b833-49d0409e42cc · outbound
Segment Concealed Objects with Incomplete Supervision Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87fd6cc2-d108-4cab-ab28-97432c1818d8 · outbound
Segment Concealed Objects with Incomplete Supervision SAM Struggles in Concealed Scenes -- Empirical Study on Segment Anything
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c74a54b4-1e69-422c-9bcf-7a50c33598fc · outbound
Segment Concealed Objects with Incomplete Supervision Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d0c6f8-0cc1-4e44-acd4-6acd8af41ce9 · outbound
Segment Concealed Objects with Incomplete Supervision Segment Anything Model for Medical Image Analysis: an Experimental Study
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f09b21a-c634-41aa-966c-31eec4c9c5fb · outbound
Segment Concealed Objects with Incomplete Supervision Hqg-net: Unpaired medical image enhancement with high-quality guidance,
Reference 21
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 a35e44f6-265b-4816-9c35-f77ffdfd7fac · outbound
Segment Concealed Objects with Incomplete Supervision Sam-adapter: Adapting segment anything in underperformed scenes,
Reference 22
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 5d5b342c-914b-48c8-b410-63d186c94adc · outbound
Segment Concealed Objects with Incomplete Supervision Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects,
Reference 23
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 ec76c84c-502a-4d24-95fd-86bef6066e86 · outbound
Segment Concealed Objects with Incomplete Supervision Pranet: Parallel reverse attention network for polyp segmentation,
Reference 24
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 66e03c73-9686-4123-bebf-d56308e43a2c · outbound
Segment Concealed Objects with Incomplete Supervision Camouflaged object detection,
Reference 25
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 93708761-fbfb-49a6-84f6-aa9d67afda63 · outbound
Segment Concealed Objects with Incomplete Supervision Rich context aggregation with reflection prior for glass surface detection,
Reference 26
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 5d7ffdb8-712c-410b-95c3-6b9c273e91a9 · outbound
Segment Concealed Objects with Incomplete Supervision Referring camouflaged object detection,
Reference 27
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 9d370f7d-1b19-4be1-9981-7e17ec7131c7 · outbound
Segment Concealed Objects with Incomplete Supervision Camoformer: Masked separable attention for camouflaged object detection,
Reference 28
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 44c149eb-9c41-475d-8590-3e47e7b5f753 · outbound
Segment Concealed Objects with Incomplete Supervision RUN: Reversible Unfolding Network for Concealed Object Segmentation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82fca469-94f9-4af1-97d5-320ca7fc90c9 · outbound
Segment Concealed Objects with Incomplete Supervision Un- locking attributes’ contribution to successful camouflage: A combined textual and visual analysis strategy,
Reference 30
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 7c03e363-c340-4fb5-b8d4-25ce9e44ff70 · outbound
Segment Concealed Objects with Incomplete Supervision Leveraging hallucinations to reduce manual prompt dependency in promptable segmentation,
Reference 31
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 9be0e86b-3c5b-4add-826d-ac01ca9fec63 · outbound
Segment Concealed Objects with Incomplete Supervision Weakly-supervised camouflaged object detection with scribble,
Reference 32
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 f2cf20cd-9f3f-4fad-8f26-c8a7916c8652 · outbound
Segment Concealed Objects with Incomplete Supervision Deep residual learning for image recognition,
Reference 33
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 1dc13fc5-f3e7-4d01-b0dc-83849b62dd4e · outbound
Segment Concealed Objects with Incomplete Supervision Degradation-resistant unfolding network for heterogeneous image fusion,
Reference 34
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 853ea17e-86dc-46de-9702-dcb4152c5562 · outbound
Segment Concealed Objects with Incomplete Supervision Object-centric learning with slot attention,
Reference 35
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 5dca6523-00cc-4d9f-8663-86b190346cbb · outbound
Segment Concealed Objects with Incomplete Supervision Weakly-supervised salient object detection via scribble,
Reference 36
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 49cf205b-bfcc-43e9-bbb6-441d12487c0d · outbound
Segment Concealed Objects with Incomplete Supervision Structure-consistent weakly supervised salient object detection with local saliency coherence,
Reference 37
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 f0c8705f-2c74-4bbd-89e6-53ab5cfa9a16 · outbound
Segment Concealed Objects with Incomplete Supervision Tree energy loss: Towards sparsely annotated semantic segmentation,
Reference 38
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 6e60ef5f-377a-4052-9611-6da6e811d9d8 · outbound
Segment Concealed Objects with Incomplete Supervision Towards automated polyp segmentation using weakly-and semi-supervised learning and deformable transformers,
Reference 39
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 12cbcff9-a7dd-401c-b55a-26278dc2c06a · outbound
Segment Concealed Objects with Incomplete Supervision Pseudo-label guided contrastive learning for semi- supervised medical image segmentation,
Reference 40
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 69847779-fcbf-4981-b121-279aa9d55e49 · outbound
Segment Concealed Objects with Incomplete Supervision Saliency as pseudo-pixel supervision for weakly and semi-supervised semantic segmentation,
Reference 41
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 a81599bf-39d1-4f0f-9441-9e0606704f06 · outbound
Segment Concealed Objects with Incomplete Supervision Unsupervised and semi-supervised co-salient object detection via segmentation fre- quency statistics,
Reference 42
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 c88c70a3-38d8-4e23-8fa6-7fff73706e4b · outbound
Segment Concealed Objects with Incomplete Supervision Randaugment: Practical automated data augmentation with a reduced search space,
Reference 43
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 b27f14d2-283c-468c-b494-a8f44ea72d42 · outbound
Segment Concealed Objects with Incomplete Supervision Denseaspp for semantic segmentation in street scenes,
Reference 44
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 8330dd5a-20fd-4607-b6d1-3b16dccc2898 · outbound
Segment Concealed Objects with Incomplete Supervision Psanet: Point-wise spatial attention network for scene parsing,
Reference 45
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 c5ddaba1-bbe8-42ee-b94e-b0110f8b0359 · outbound
Segment Concealed Objects with Incomplete Supervision Eca-net: Efficient channel attention for deep convolutional neural networks,
Reference 46
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 4c07b844-5879-41aa-b6b6-34b635e7f562 · outbound
Segment Concealed Objects with Incomplete Supervision Image super-resolution using very deep residual channel attention networks,
Reference 47
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 b150093d-1d18-4a2f-9b77-07ca089ebb70 · outbound
Segment Concealed Objects with Incomplete Supervision Imagenet: A large- scale hierarchical image database,
Reference 48
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 6bb56ee6-f183-4e9a-aa28-288d24834a63 · outbound
Segment Concealed Objects with Incomplete Supervision Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 487d7442-93ff-47b6-966b-8e66ef350c28 · outbound
Segment Concealed Objects with Incomplete Supervision How to evaluate foreground maps?
Reference 50
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 db8626b5-a560-4be5-b961-5ac3e8c202a9 · outbound
Segment Concealed Objects with Incomplete Supervision Cognitive vision inspired object segmentation metric and loss function,
Reference 51
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 4a445cc2-d311-448c-98a9-e775b778ad02 · outbound
Segment Concealed Objects with Incomplete Supervision Structure-measure: A new way to evaluate foreground maps,
Reference 52
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 87ac0597-59e3-4d20-b9d4-e5d012654db6 · outbound
Segment Concealed Objects with Incomplete Supervision Animal camouflage analysis: Chameleon database,
Reference 53
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 1263feb8-4661-4019-9165-51633298fe93 · outbound
Segment Concealed Objects with Incomplete Supervision Anabranch network for camouflaged object segmentation,
Reference 54
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 73435958-fd8b-4023-a269-9d1d1ef24121 · outbound
Segment Concealed Objects with Incomplete Supervision Simultaneously localize, segment and rank the camouflaged objects,
Reference 55
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 6df3a4cc-5ae3-4447-9580-7a3d0a215f7f · outbound
Segment Concealed Objects with Incomplete Supervision Automated polyp detection in colonoscopy videos using shape and context information,
Reference 56
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 509ef312-b998-4f4e-a144-57eadc726fed · outbound
Segment Concealed Objects with Incomplete Supervision Toward embedded detection of polyps in wce images for early diagnosis,
Reference 57
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 aaeb4c26-2862-43a1-9f44-8d1658f345f4 · outbound
Segment Concealed Objects with Incomplete Supervision Kvasir-seg: A segmented polyp dataset,
Reference 58
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 e6043077-6ced-4fbf-bba2-0f18d0f6558f · outbound
Segment Concealed Objects with Incomplete Supervision Don’t hit me! glass detection in real-world scenes,
Reference 59
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 9e495d73-7aad-48cf-8c07-459a5cb600d0 · outbound
Segment Concealed Objects with Incomplete Supervision Weakly-supervised salient object detection using point supervison,
Reference 60
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 8610305a-0693-4bcb-ad32-15b3fbc62cdf · outbound
Segment Concealed Objects with Incomplete Supervision SAM 2: Segment Anything in Images and Videos
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5732250-3d73-45da-80d6-a48861a5fedb · outbound
Segment Concealed Objects with Incomplete Supervision Exploring figure-ground assignment mechanism in perceptual organization,
Reference 62
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 743ac696-cd59-4eff-87af-f3077fca8358 · outbound
Segment Concealed Objects with Incomplete Supervision Pyramid grafting network for one-stage high resolution saliency detection,
Reference 63
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 d690fba4-7316-44e1-be52-c3af7e39cfc1 · outbound
Segment Concealed Objects with Incomplete Supervision Pixels, regions, and objects: Multiple enhancement for salient object detection,
Reference 64
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 72212a97-6616-4a2b-9a23-ac43ac37520f · outbound
Segment Concealed Objects with Incomplete Supervision Learning to detect salient objects with image-level supervision,
Reference 65
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 b9f99faf-3058-41a0-a27b-c5644dcdf025 · outbound
Segment Concealed Objects with Incomplete Supervision Outstanding Member of the Editorial Board Award
Reference 2022
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.
No inbound Pith citation observations are available.