Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:47:19.895927Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.17843.
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 2026-08-05T16:47:19.895927Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3a3dfcd2-dfe0-46e3-8da6-81eb1cf4aa05 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Queries and concept learning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9138af20-745c-475e-9fdb-a7e8ee8fc6e8 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Argamon-Engelson and I
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8a16c3cf-85cb-4a8e-a2e1-213035410529 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Qwen-vl: A versatile vision-language model for understanding, localization, text reading, and beyond, 2023
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6132cebe-17fc-4407-a1d1-41ed6afad8e1 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Cannaday, Curt H
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d6300f47-471f-4baa-927c-916ef1fbb3da · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised semantic segmentation with cross pseudo supervision
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2edba4f2-c151-4569-821c-36deadc9ed78 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object detection via context-aware cross-level fusion
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f62f33d3-e4dc-4c46-8de8-2a3a2d79ca5e · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Softmatch: Addressing the quantity-quality trade-off in semi-supervised learning, 2023
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b568eb40-37c1-467d-a07a-ecb50d6e6074 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Large model based referring camouflaged object detection, 2023
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation edef0d23-8e91-4813-8bdd-66d1fd3ee2fc · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Structure-measure: A new way to evaluate foreground maps, 2017
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b3354c5b-3911-4137-abd2-688a66a204f1 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Enhanced-alignment measure for binary foreground map evaluation, 2018
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6d4ca34c-5162-4376-b961-d8a043189684 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object detection
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01681136-a45a-4786-88d5-a4faf14c54bf · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Concealed object detection
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 852728be-1b30-488d-ad70-5e73b27319dc · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised camouflaged object detection from noisy data
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72cc707a-66d1-47a5-9f77-c795d8fce609 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised learning by entropy minimization
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 15b222af-5698-40fe-9d35-149d9122d3ea · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 808d7b45-b63e-4079-bafe-5c9da381b73a · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Deep gradient learning for efficient camouflaged object detection
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c23e401-ea94-430e-a9b8-f37cb09c74f0 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Segment, magnify and reiterate: Detecting camouflaged objects the hard way
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 028b7266-dc76-4c18-8b81-182bb58b7912 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection King, Ken E
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fedd5092-9ccb-4136-8583-54cc83205373 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camoteacher: Dual-rotation consistency learning for semi-supervised camouflaged object detection
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0209dae-49d1-4130-af16-90cc36cc3d87 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 54a2f9ad-9b74-43c4-9d3a-b4e4c2726c23 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Mildetr: Detection transformer for military camouflaged target detection
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d4d5c949-4fbb-4a86-8eab-d89efd24eb95 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ea34fe38-53f6-44ba-9d20-5026386ded32 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Swin transformer: Hierarchical vision transformer using shifted windows
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c998c504-9eeb-4036-a6ee-06e0ac130e5c · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged instance segmentation via explicit de-camouflaging
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1d15f609-0df6-4af3-83f6-7a71cc20e542 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection How to evaluate foreground maps
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 386e28ec-b32b-4207-8101-b87d162af779 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object segmentation with distraction mining
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e6d92c7-3703-4919-b6d7-5e5186e6f67d · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Active teacher for semi-supervised object detection
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e026675-eb99-4644-81ca-8492aff5238d · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Gpt-4 technical report, 2024
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44272679-9e89-4ddc-8ab9-06dd72aa1587 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Zoom in and out: A mixed-scale triplet network for camouflaged object detection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a3d77f96-56ab-47f8-bb5e-44a32d30ceea · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Zoomnext: A unified collaborative pyramid network for camouflaged object detection, 2023
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3aa1c3ad-0000-4417-b05c-41d15f803f24 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Saliency filters: Contrast based filtering for salient region detection
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7ad33a07-3beb-4ccf-a074-d929da06820a · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Learning transferable visual models from natural language supervision, 2021
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f03edf98-196a-422f-a772-bf4eaca96ebd · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Deep texture-aware features for camouflaged object detection
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 84798d0c-7405-4710-854c-779e55ec9e1b · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Active learning literature survey
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c81d4eb-c450-41bd-897a-98138a335c00 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection A Simple Semi-Supervised Learning Framework for Object Detection
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bba27725-1b30-450a-9dd1-5b6b8995f6b1 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Boundary-guided camouflaged object detection
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9b05e1f2-e0b5-4697-8bff-00265d447e07 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Teachaugment: Data augmentation optimization using teacher knowledge
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e6ee2b6-bf15-4ab3-b61f-76cc4dba42bc · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised semantic segmentation using unreliable pseudo-labels
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c68bcf2e-e22d-45ef-9abf-ba5b3af36b5a · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Cascaded partial decoder for fast and accurate salient object detection, 2019
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 14f31329-1168-4207-b573-88a587112c80 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Detection and identification of camouflaged targets using hyperspectral and lidar data
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d71366d-d74b-4494-8e89-bcc28752b774 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d490b746-2294-49f8-b300-538d8d900041 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Mutual graph learning for camouflaged object detection
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 185438fe-695a-4a36-b685-85a845c81a2d · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unsupervised camouflaged object segmentation as domain adaptation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5ee11631-8b9f-4544-87f5-d644cf053604 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Preynet: Preying on camouflaged objects
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5bd60080-925e-43c6-9d7f-ade0309acc4a · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Referring camouflaged object detection, 2023
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70c870d1-e0a2-4e11-bf99-5680cf1dc35e · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Learning camouflaged object detection from noisy pseudo label
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8731ad67-3e1b-4d02-8f10-88a58e05590c · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Bilateral reference for high-resolution dichotomous image segmentation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a16c80e-6e70-4a2f-8ecc-e91229b50a5d · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Detecting camouflaged object in frequency domain
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7799dee6-fbe2-4e3e-95c2-0889891a1ab2 · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Inferring camouflaged objects by texture-aware interactive guidance network
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a5768c5-82ce-4055-91c2-5ebca2eeb21b · outbound
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection write newline
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.