Paper Citation Record · LEDGER

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection

As of 12 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.23307.

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

pith.paper-citation-record.v1
2507.23307 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:57:47.855586Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact12
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier6
metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42048f02-2364-4d06-a649-1107fbb5a44a · outbound

This paper cites Hemami, Francisco J.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Hemami, Francisco J

Reference 1

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Source-reported events for the cited work

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Observation 7aafa1a4-b522-43ce-8243-c8f3181e2921 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:57:49.548047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21ba04f2-8ecb-4b81-8534-919ce211828a · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T10:57:48.036366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ca57e3a-3542-4a05-a4a5-614eee5d164d · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-06T10:57:48.020762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41706d75-59df-4e96-9896-a2a80da1f628 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation a18bd523-089a-4fa3-b140-1badd15de11a · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.613631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5394574-fb1e-4977-9ce9-97b7ce65f7d2 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-06T10:57:48.004529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 23de9ab6-063f-4178-9816-36bdaffe6275 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.877804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 31c4c36d-c031-4710-95e6-952971c14fb9 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.635915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4190d652-43a9-4fed-9600-cb500ac49a71 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.861069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36d35185-9fa1-4096-aec4-2b4c19c94b58 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 12

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Source-reported events for the cited work

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Observation 896e7959-c0b9-45d6-94ff-66ca536a64be · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.844861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0a3dd145-e279-4990-aa9c-0a8cc3d89fbc · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.827956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9f65e969-3443-45f4-9377-1ea83e27466a · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T10:57:49.812011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad162db6-7b61-4cf0-85f4-1158f8c65d42 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 17

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Source-reported events for the cited work

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Observation aa9ace59-81fd-4af1-ab23-04b375d63df6 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-06T10:57:49.795859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 547f3380-fbc4-4d13-80c8-3b335202c207 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6c35d187-8319-4cea-9dad-788e7428d5d2 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9431601c-d980-4aad-a982-16f7ed69d80f · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.697734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f73d7f2-48db-43fa-a901-56bdb15e2254 · outbound

This paper cites Segment Anything.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Segment Anything

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eb6463e5-670f-402c-ad2d-ea3336dc52a4 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Adam: A Method for Stochastic Optimization

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db1bf3c-ae1e-422a-a015-85a1d81188bc · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.712086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3958f607-dd99-4e71-bd26-3be31ab20f95 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 25

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Source-reported events for the cited work

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Observation e69652c0-00e0-4b5d-bfcd-852067398efd · outbound

This paper cites Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T10:57:47.960999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8353c689-8d3a-4c86-bf6e-6f7630bbc91d · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 227183f7-fa4b-45a6-9274-5a1b4e45e0ee · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-06T10:57:47.942882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 88b7bb10-0613-4837-8bbe-9b1fdc609e2d · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.716366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f3d2d9e6-5b11-4350-8022-e1897d6f36a3 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b994aca7-27c6-46cc-8526-3371b25cab33 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.699453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ff720744-d4fd-41e9-aa48-8d907c467dd7 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.683141Z

Source-reported events for the cited work

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Observation 3170b747-19ab-468f-9ee6-9f00b26dbd0f · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:57:49.667828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 419e7383-b2b9-4c49-ab0e-8728850275ec · outbound

This paper cites Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection

Reference 36

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Source-reported events for the cited work

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Observation 6f046622-651e-4ae0-a5f2-6bcdbc4e65eb · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79369323-848a-4af6-bb43-0cc53154455b · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.796845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9fd41e-6307-4c0e-b50e-2bc79b842f98 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 39

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:57:49.378799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6974483b-8eb7-4fd1-a29c-164b6ff3f52d · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 40

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:57:48.664744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 908524c7-36f2-412b-b8ac-427dd17a2b9b · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 41

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:57:48.571343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5a6722cd-ff9b-4acb-90fa-b41307a0c688 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 42

Resolution: verified exact; raw_fallback, observed 2026-08-06T10:57:48.499440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51c561f7-a94e-4c7a-abea-1d20f1f95093 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 43

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 146b0aa4-ff81-46f6-8078-9a47b380dee3 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e08aa44-bcb3-41a9-bc80-711caafae715 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 45

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Observation cec11952-1f93-480c-a4ed-ecf97713b80c · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a49e42-a5f9-4a17-91ef-f9192b1942b2 · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 47

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Source-reported events for the cited work

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Observation cc15d90b-f9d7-4d95-9f0d-9cbaf3bf9bfc · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 48

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Source-reported events for the cited work

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Observation 459ec29a-4d95-4a63-a1e2-dc8987f2b54c · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 49

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e6abbd5-a60c-4238-adef-705b91f6368d · outbound

This paper cites an unresolved cited work.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Unresolved cited work

Reference 50

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T10:57:48.150182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a42b117d-2447-41eb-b810-0a95d7add338 · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.608699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30b10307-f162-4f46-8b88-95f27e17c8d0 · outbound

This paper cites In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden , Jérôme Lang (Ed.).

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden , Jérôme Lang (Ed.)

Reference 2018

Resolution: verified exact; doi, observed 2026-08-06T10:57:47.988429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe93f5d9-7787-4965-a3a8-97984542f57e · outbound

This paper cites In IEEE/CVF Conference on Computer Vision and Pattern Recog- nition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection In IEEE/CVF Conference on Computer Vision and Pattern Recog- nition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022

Reference 2022

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-06T10:57:48.901905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe93fc9c-2a95-415a-9ca2-57c93d161a3d · outbound

This paper cites In Proceedings of the IEEE/CVF international conference on computer vision.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection In Proceedings of the IEEE/CVF international conference on computer vision

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.717163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f33f2ec9-2a6d-4baa-9763-c87e6fd97e6b · outbound

This paper cites In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, W A, USA, June 17-18, 2024.

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, W A, USA, June 17-18, 2024

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T10:57:47.751490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.