Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:50:20.989958Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2506.07087.
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 2026-08-07T05:50:20.989958Z
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
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation da8acdd8-3fe0-40b5-84d5-9bd54814ba58 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Object Discovery with a Copy-Pasting GAN
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05f6801d-0ab0-403d-8b85-a1217abbd314 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning BEiT: BERT Pre-Training of Image Transformers
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c1ef94c-f5da-4e53-807b-351f28550c3f · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Emergence of object segmen- tation in perturbed generative models
Reference 3
Source-reported events for the cited work
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Observation d8534504-1362-456c-8528-e8f4861175c9 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning The adaptive significance of coloration in mam- mals
Reference 4
Source-reported events for the cited work
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Observation 93e28176-02e5-47a7-bf8b-d6af0756dbce · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Emerg- ing properties in self-supervised vision transformers
Reference 5
Source-reported events for the cited work
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Observation fa17c660-afd6-4dba-8d8f-b895ef03addd · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning A simple framework for contrastive learning of visual representations
Reference 6
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Observation ef427aad-d93a-4d89-bfd8-e1cc1f1b8629 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Global contrast based salient region detection
Reference 7
Source-reported events for the cited work
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Observation 1402446d-0040-46aa-b7f0-2467d6b9d7f9 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Structure-measure: A new way to evaluate fore- ground maps
Reference 8
Source-reported events for the cited work
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Observation 6629b19d-8515-410a-b6e7-cf51769f78b0 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Enhanced-alignment measure for binary foreground map evaluation
Reference 9
Source-reported events for the cited work
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Observation 597b7b46-c27e-4951-a971-7ddd3891b00d · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Camouflaged object detection
Reference 10
Source-reported events for the cited work
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Observation 7a9a9fcc-bbd6-4c50-ac22-72de13fc2af2 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Pranet: Parallel reverse at- tention network for polyp segmentation
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 6b03e6c9-50dc-4952-92ed-c58bdc9feb20 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Concealed object detection
Reference 12
Source-reported events for the cited work
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Observation ff82af5c-5e22-4c6f-b8ac-746cf6e641a0 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Semi- supervised camouflaged object detection from noisy data
Reference 13
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Observation 3adb030e-3181-4a90-8916-09d9cd2189cd · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unsu- pervised representation learning by predicting image rotations
Reference 14
Source-reported events for the cited work
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Observation a6fc27b9-1c76-4fd7-a492-e6bfff2a9b5c · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Obow: Online bag-of- visual-words generation for self-supervised learning
Reference 15
Source-reported events for the cited work
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Observation 020526b9-d9a0-4245-87cd-5cd3ffb25b50 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Context- aware saliency detection
Reference 16
Source-reported events for the cited work
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Observation 82aaa19b-8e35-47ac-977b-53557c62b9ab · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Generative adversarial nets
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d356509-1913-4b2b-8330-8454609337fe · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Bootstrap your own latent-a new approach to self-supervised learning
Reference 18
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 bf143ac9-9fa7-48d6-8622-46bb2d49bbf7 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Camouflaged object detection with feature decomposition and edge reconstruction
Reference 19
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 6cac19f4-e8b3-4311-83d0-60297a22e05e · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Momentum contrast for unsupervised visual repre- sentation learning
Reference 20
Source-reported events for the cited work
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Observation f21881e0-7771-4916-871f-e307a2429081 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Masked autoencoders are scalable vision learners
Reference 21
Source-reported events for the cited work
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Observation 83296200-df8f-4ee5-9a96-089cc046b3aa · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning High-resolution iterative feedback network for camouflaged object detection
Reference 22
Source-reported events for the cited work
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Observation 84305fa8-6c84-4f42-9b5d-18cfef05fe3d · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Feature shrinkage pyra- mid for camouflaged object detection with transformers
Reference 23
Source-reported events for the cited work
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Observation 9878cf83-1ca8-4feb-9e33-93f24d5b60d5 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning A model of saliency-based visual attention for rapid scene analysis
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 ba6d297a-0cbd-4afa-924d-290c97581d27 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Deep gradient learning for efficient 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 15945e8b-c8b3-46ce-bfba-e04584506250 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Learning to predict where humans look
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 68988cb5-8903-46bf-9ba9-bdc5d0e954b7 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Camoteacher: Dual-rotation consistency learning for semi-supervised 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 fbd80013-ee00-4921-bb33-884a9290c989 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation 5c8dd061-73f3-42f1-9e35-c1c09a018ca7 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Weakly supervised open-vocabulary object detection
Reference 29
Source-reported events for the cited work
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Observation 5110ecab-feb5-45a1-b2f1-34364da767a0 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Camouflaged instance segmentation via explicit de-camouflaging
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 d6d7ad55-9be2-4b6c-8a31-ac9a0d1bf327 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning How to evaluate foreground maps? In The IEEE/CVF Computer Vision and Pattern Recognition Conference, pages 248–255,
Reference 31
Source-reported events for the cited work
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Observation 34294787-34ef-4d65-b154-da6e80534c6b · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Deep spectral methods: A surprisingly strong baseline for unsupervised semantic segmentation and local- ization
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 58ab3248-b187-457f-8be0-eae5c3b003cc · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Active teacher for semi-supervised object detection
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 7539b543-887d-4874-9470-d95a01599ead · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Deepusps: Deep robust unsupervised saliency prediction via self-supervision
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 42fd397d-da0a-486d-9f7d-d4158837c519 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unsupervised learning of visual representations by solving jigsaw puzzles
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 915b1b41-67e3-4c7b-afe8-63279e35b7e5 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1af5a923-0458-4f2f-8bfb-1a8519a056e1 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Zoom in and out: A mixed-scale triplet network for camouflaged object detection
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 399ac297-bc75-413d-9ef2-cb21d78b442b · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Zoomnext: A unified collaborative pyramid network for camouflaged object detection
Reference 38
Source-reported events for the cited work
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Observation cc9473ea-7aca-466a-9a59-e744d5875a34 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Saliency filters: Contrast based filtering for salient region detection
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 2d6e76ec-e571-4d9e-b94c-251a5be72d1a · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Improving language understanding by genera- tive pre-training
Reference 40
Source-reported events for the cited work
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Observation 697f778f-4184-4f54-995e-ab2f370fd9a9 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Language models are unsuper- vised multitask learners
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa6832b-e90d-425a-bd09-faece6e8b955 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Deep texture-aware features for camouflaged object detec- tion
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 e9c9b349-72ae-40e5-a227-86f472b4a72a · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unsuper- vised salient object detection with spectral cluster voting
Reference 43
Source-reported events for the cited work
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Observation 32abdfac-7707-4b88-a026-d2cfe8a18cd9 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unsupervised object local- ization: Observing the background to discover objects
Reference 44
Source-reported events for the cited work
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Observation 974673fb-b1e8-4c6a-b108-6cf499704580 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Edge-aware mirror network for camouflaged object detection, 2023
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 1544222c-afdb-4056-8dd9-f42f7edf0c62 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer
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 57157ae7-2879-43e8-b70a-9e6ddd8d0f96 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Context-aware cross-level fusion network for camouflaged object detection
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 0ace7c7a-e76e-4d7e-80f6-41fc8753d97d · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Boundary-guided camouflaged object detection
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 0d86e840-f8fe-4e40-af60-b98cecd09d83 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Glconet: Learning multisource perception representation for camou- flaged object detection
Reference 49
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 9be38f4b-0d0a-428c-ad40-41f7576de899 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Segmentation-based deep-learning approach for surface-defect detection
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 01a24c24-62e5-476a-a905-6f7b23156bb6 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Ob- ject segmentation without labels with large-scale generative models
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 b653cc9c-26d5-40e0-8c77-6d38f8982597 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Depth-aided camouflaged object detection
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 03d7bd1c-3e86-4997-ad79-1511d64fa056 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Self-supervised trans- formers for unsupervised object discovery using normalized cut
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 be62919e-308d-42bb-a45c-0c493e70272e · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Geodesic saliency using background priors
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 b7b4fa77-3d22-4867-b743-d54aa2cf13e1 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Vector-decomposed disentanglement for domain-invariant ob- ject detection
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 bdc6bcac-f683-4b18-92b6-edd56cfd9f16 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Exploring depth contribution for camouflaged object detection, 2022
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 72b7f3b4-7eb2-4c82-b9af-779d86d864e3 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Hierarchical saliency detection
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 d6e2719d-d4f2-4e39-875d-ab1c895fba0d · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Uncertainty-guided transformer reasoning for camouflaged object detection
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 21c862ec-d0a4-4c7c-97bd-cef8b001352a · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Hierarchical graph interaction transformer with dynamic token clustering for camouflaged object detection
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 4c56c048-fc11-4b19-956b-bdea52d2d3a7 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Camo- former: Masked separable attention for camouflaged object detection
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 7a245a79-fcd9-48ac-a2eb-f79cd926b564 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Mutual graph learning for cam- ouflaged object detection
Reference 61
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 f73a6cce-e50a-47f2-b3d7-c291f3b3fdab · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Deep unsupervised saliency detection: A multiple noisy labeling perspective
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 52b8d677-8cef-4746-8f4c-acf4122d9fe2 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Unsupervised camouflaged object segmentation as domain adaptation
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 a5d13ca7-7b98-49e4-9bed-d7d8c08288a5 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Bilateral reference for high-resolution dichotomous image segmentation
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 04b62f8d-2986-407b-a2b2-cd7cae93d07e · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Detecting camouflaged object in frequency domain
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 65a8b46e-c238-4984-8719-dde709bd33d3 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning I can find you! boundary-guided separated attention network for camou- flaged object detection
Reference 66
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 61b2de60-42b9-4ca8-a223-c8c6ed99eede · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Inferring camouflaged objects by texture-aware interactive guidance network
Reference 67
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 1ee1d4d5-44d7-4953-ba17-3971c42e0044 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Saliency optimization from robust background detection
Reference 68
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 0d1d66f4-3b24-4dc1-b484-0d159ec2db53 · outbound
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning Cubenet: X-shape connection for camouflaged object detection
Reference 69
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.