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Paper Citation Record · LEDGER

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection

As of 9 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.

pith.paper-citation-record.v1
2508.17843 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:47:19.895927Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

50 of 50 outbound references displayed

  • verified exact0
  • verified fuzzy43
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a3dfcd2-dfe0-46e3-8da6-81eb1cf4aa05 · outbound

This paper cites Queries and concept learning.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Queries and concept learning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.838519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.481052Z digest=sha256:92da2460fac174781883104c9a1e0ad725af96761837800e77a069bc11c88a30

Observation 9138af20-745c-475e-9fdb-a7e8ee8fc6e8 · outbound

This paper cites Argamon-Engelson and I.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Argamon-Engelson and I

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.823005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.492507Z digest=sha256:61706bd2c1b2b32ae92186cf2df74a8d5859d05ed9c0bb4126cd335922b13c31

Observation 8a16c3cf-85cb-4a8e-a2e1-213035410529 · outbound

This paper cites Qwen-vl: A versatile vision-language model for understanding, localization, text reading, and beyond, 2023.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T16:47:16.503327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:47:16.503327Z digest=sha256:193ea7a1fcd5a3049a40f0e9f8fad7655d7ac5f398e85035e90b07b11e69b248

Observation 6132cebe-17fc-4407-a1d1-41ed6afad8e1 · outbound

This paper cites Cannaday, Curt H.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Cannaday, Curt H

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.797778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.513640Z digest=sha256:99e1feadeb76b3e0d03950412f51d427f81c7c92d4eb62c8dcbd6d56d9d14e2d

Observation d6300f47-471f-4baa-927c-916ef1fbb3da · outbound

This paper cites Semi-supervised semantic segmentation with cross pseudo supervision.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised semantic segmentation with cross pseudo supervision

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.783544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.525256Z digest=sha256:3d9163243666148cfb6ea97ead5f05fb7ac5d9a5b962548b8a98eb8e6867379a

Observation 2edba4f2-c151-4569-821c-36deadc9ed78 · outbound

This paper cites Camouflaged object detection via context-aware cross-level fusion.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object detection via context-aware cross-level fusion

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.767228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.535714Z digest=sha256:acd180c3c4975248382c02d3f6d86ed99832d16546b32098c55dfa15ae63fd7b

Observation f62f33d3-e4dc-4c46-8de8-2a3a2d79ca5e · outbound

This paper cites Softmatch: Addressing the quantity-quality trade-off in semi-supervised learning, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.749052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.546258Z digest=sha256:1a26e83f964256b1ef5bc5af676c3c8aad926976dc3b80e281980da9deb6509f

Observation b568eb40-37c1-467d-a07a-ecb50d6e6074 · outbound

This paper cites Large model based referring camouflaged object detection, 2023.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Large model based referring camouflaged object detection, 2023

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.732658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.559572Z digest=sha256:641aa81ddea73bee8c735603f32b34a3c95b36d0e43c5acae444871611c7f3d6

Observation edef0d23-8e91-4813-8bdd-66d1fd3ee2fc · outbound

This paper cites Structure-measure: A new way to evaluate foreground maps, 2017.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.718611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.570858Z digest=sha256:b8a3ce65a67b91b539f0a73d03dfbf84fa69379ab550276b2170feffc798c501

Observation b3354c5b-3911-4137-abd2-688a66a204f1 · outbound

This paper cites Enhanced-alignment measure for binary foreground map evaluation, 2018.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Enhanced-alignment measure for binary foreground map evaluation, 2018

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.704643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.584546Z digest=sha256:7cca5fc547ecf971fa0de7be269f76ec0ce8c2617c2aeef5c5bb9b9e5d4cb5c0

Observation 6d4ca34c-5162-4376-b961-d8a043189684 · outbound

This paper cites Camouflaged object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object detection

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.690459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.596106Z digest=sha256:23defb3f65caef7fa3cc00669adf137888979039f86c45c264f4b3060d7be167

Observation 01681136-a45a-4786-88d5-a4faf14c54bf · outbound

This paper cites Concealed object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Concealed object detection

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.676554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.603701Z digest=sha256:2436bc6a77a382ffde509bc9f24f8edea99c3074a429336ae44e6cb00000382b

Observation 852728be-1b30-488d-ad70-5e73b27319dc · outbound

This paper cites Semi-supervised camouflaged object detection from noisy data.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised camouflaged object detection from noisy data

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.661953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.677137Z digest=sha256:e0c32a3ea2189d7ba5b0c082de5d4cbe14998e9f74e3b60b9bc743013cc95ab7

Observation 72cc707a-66d1-47a5-9f77-c795d8fce609 · outbound

This paper cites Semi-supervised learning by entropy minimization.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised learning by entropy minimization

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.645085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.744938Z digest=sha256:62d6a6d98ddc61606ed39affe491192ed3d97ee86f8384f6efe9eb3a5786ec10

Observation 15b222af-5698-40fe-9d35-149d9122d3ea · outbound

This paper cites Relax image-specific prompt requirement in sam: A single generic prompt for segmenting camouflaged objects.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.630232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.790011Z digest=sha256:b417fd2d954bde831637207540c01a34586af98db2ddbce5564e53c8b1813654

Observation 808d7b45-b63e-4079-bafe-5c9da381b73a · outbound

This paper cites Deep gradient learning for efficient camouflaged object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Deep gradient learning for efficient camouflaged object detection

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.614722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.867411Z digest=sha256:00aad936a64460c28cb99ad666f8f7e843dd5bca9495d106d3092796589a7c80

Observation 7c23e401-ea94-430e-a9b8-f37cb09c74f0 · outbound

This paper cites Segment, magnify and reiterate: Detecting camouflaged objects the hard way.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.472630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.942021Z digest=sha256:8ec2bc6850c23d7021d72744574a51a6f7a34514c6acb31475faef91b903cdc3

Observation 028b7266-dc76-4c18-8b81-182bb58b7912 · outbound

This paper cites King, Ken E.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection King, Ken E

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.248004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.011663Z digest=sha256:b4c37d77b80d15c8497fc13ad800e7c27485c9f46dc883e8d71fd0d53a27e716

Observation fedd5092-9ccb-4136-8583-54cc83205373 · outbound

This paper cites Camoteacher: Dual-rotation consistency learning for semi-supervised camouflaged object detection.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:25.100745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.121102Z digest=sha256:094ae83050105ad0bce32000c71f49cb533ca2e743e35b1cd88fb8d901b43b5f

Observation d0209dae-49d1-4130-af16-90cc36cc3d87 · outbound

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

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Nguyen, Zhongliang Nie, Minh-Triet Tran, and Akihiro Sugimoto

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:24.839672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.196158Z digest=sha256:da996eb208f21038218cf72cc0deacda09bde8fd4e6eda0a3e722ac200ddaa2f

Observation 54a2f9ad-9b74-43c4-9d3a-b4e4c2726c23 · outbound

This paper cites Mildetr: Detection transformer for military camouflaged target detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Mildetr: Detection transformer for military camouflaged target detection

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:24.607345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.297423Z digest=sha256:fcf3ccbab8306dcf8b13c4d6f5b4ac2bdd5f7a9969d5b9eeba1f67a10bbe887d

Observation d4d5c949-4fbb-4a86-8eab-d89efd24eb95 · outbound

This paper cites an unresolved cited work.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:47:24.351972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.383431Z digest=sha256:642d7fa66655a57f729827844288a4f9df8842676230787f3b76957b5c5c7fbd

Observation ea34fe38-53f6-44ba-9d20-5026386ded32 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Swin transformer: Hierarchical vision transformer using shifted windows

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:24.027127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.493660Z digest=sha256:00e3f95c9ad68a06a5d2ec2f4e6ff64b91a0a98bec97abc363523e900c971ff4

Observation c998c504-9eeb-4036-a6ee-06e0ac130e5c · outbound

This paper cites Camouflaged instance segmentation via explicit de-camouflaging.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged instance segmentation via explicit de-camouflaging

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:23.775995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.565616Z digest=sha256:9c2273605d54c55f56cbca787a75e03d1e8841955a60743e77fd2383abd1a3b8

Observation 1d15f609-0df6-4af3-83f6-7a71cc20e542 · outbound

This paper cites How to evaluate foreground maps.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection How to evaluate foreground maps

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:23.590586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.634379Z digest=sha256:fc2b27e0ac967d820691cefd8cf400c8230cee9105df6486b807e806df7d22f5

Observation 386e28ec-b32b-4207-8101-b87d162af779 · outbound

This paper cites Camouflaged object segmentation with distraction mining.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Camouflaged object segmentation with distraction mining

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:23.427037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.739668Z digest=sha256:35ba94ebf8a3628ebe574611cde8745b42e417c5675f6d66fe93ea8f9e829494

Observation 1e6d92c7-3703-4919-b6d7-5e5186e6f67d · outbound

This paper cites Active teacher for semi-supervised object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Active teacher for semi-supervised object detection

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:23.196917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.814517Z digest=sha256:309f4d08625560e96a78211b676721e685c613600a9779df8a3e923a87ec8385

Observation 6e026675-eb99-4644-81ca-8492aff5238d · outbound

This paper cites Gpt-4 technical report, 2024.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Gpt-4 technical report, 2024

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T16:47:17.926384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:47:17.926384Z digest=sha256:726fab0eaf55a3763875212ebb87406c9d2a96b460ce278a1e96a58ad64053f9

Observation 44272679-9e89-4ddc-8ab9-06dd72aa1587 · outbound

This paper cites Zoom in and out: A mixed-scale triplet network for camouflaged object detection.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:23.023695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.032917Z digest=sha256:22adc3baa42e4f9cf02c57d0e81377a857add12fadedf7d8d6eb43c92c9317de

Observation a3d77f96-56ab-47f8-bb5e-44a32d30ceea · outbound

This paper cites Zoomnext: A unified collaborative pyramid network for camouflaged object detection, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:22.826867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.134380Z digest=sha256:00204d30a634f7ebe8fdf930ad19503d53e693903ec80af3996d82fb0d6b0ba7

Observation 3aa1c3ad-0000-4417-b05c-41d15f803f24 · outbound

This paper cites Saliency filters: Contrast based filtering for salient region detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Saliency filters: Contrast based filtering for salient region detection

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:22.638646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.222010Z digest=sha256:7bc6c32178e6a0bc689bd447165e77d1f971fe5a004397ede16483c174c415e8

Observation 7ad33a07-3beb-4ccf-a074-d929da06820a · outbound

This paper cites Learning transferable visual models from natural language supervision, 2021.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Learning transferable visual models from natural language supervision, 2021

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T16:47:18.304954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:47:18.304954Z digest=sha256:bbbc616c490212b5e486a341a356b08a4fe0526554823bc0364117da520fc88e

Observation f03edf98-196a-422f-a772-bf4eaca96ebd · outbound

This paper cites Deep texture-aware features for camouflaged object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Deep texture-aware features for camouflaged object detection

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:22.482120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.423444Z digest=sha256:0027b947c36c9211d7afec27b3cf40f0b31e5d88d899901f645978a10c09b05b

Observation 84798d0c-7405-4710-854c-779e55ec9e1b · outbound

This paper cites Active learning literature survey.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Active learning literature survey

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:22.334732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.491051Z digest=sha256:4975c7a6664e672af540c71e554eb27462c8ddb980778e3d24601fb9b3fc33ec

Observation 3c81d4eb-c450-41bd-897a-98138a335c00 · outbound

This paper cites A Simple Semi-Supervised Learning Framework for Object Detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection A Simple Semi-Supervised Learning Framework for Object Detection

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T16:47:18.600840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:47:18.600840Z digest=sha256:4b2d73ccc5e78e34109f7efaa1769ede22a71416c1a8fff0b1e48d012f9fc016

Observation bba27725-1b30-450a-9dd1-5b6b8995f6b1 · outbound

This paper cites Boundary-guided camouflaged object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Boundary-guided camouflaged object detection

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:22.136811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.689725Z digest=sha256:300ca90571debbae156281c11cdae3f07dc34ee4715750f7a5f79584354b9789

Observation 9b05e1f2-e0b5-4697-8bff-00265d447e07 · outbound

This paper cites Teachaugment: Data augmentation optimization using teacher knowledge.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Teachaugment: Data augmentation optimization using teacher knowledge

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.931152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.783659Z digest=sha256:350efc78bbe951caf74978ae47f4f4a4b1a2ddda11e75c53577a7489cdf097f0

Observation 2e6ee2b6-bf15-4ab3-b61f-76cc4dba42bc · outbound

This paper cites Semi-supervised semantic segmentation using unreliable pseudo-labels.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Semi-supervised semantic segmentation using unreliable pseudo-labels

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.797884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.845043Z digest=sha256:6e11df1c51d9cc53f2c156d7f208843830ce17d71ca3f4bb7608a82aa034e7a2

Observation c68bcf2e-e22d-45ef-9abf-ba5b3af36b5a · outbound

This paper cites Cascaded partial decoder for fast and accurate salient object detection, 2019.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.628993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.956275Z digest=sha256:b42ac81305ada2bd0283bddf5d001ab83cf052fa0bbe1174d8b987024e792930

Observation 14f31329-1168-4207-b573-88a587112c80 · outbound

This paper cites Detection and identification of camouflaged targets using hyperspectral and lidar data.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.513898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.033314Z digest=sha256:837dd3e643c304d559a6526cafa918c8fe56b361ca9d244fdb709bcff3e33c82

Observation 5d71366d-d74b-4494-8e89-bcc28752b774 · outbound

This paper cites an unresolved cited work.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:47:21.395983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.113568Z digest=sha256:8fce53cc6542b55791258419b39cda2b25e46b7a020bad1c3ec662c65a18a38b

Observation d490b746-2294-49f8-b300-538d8d900041 · outbound

This paper cites Mutual graph learning for camouflaged object detection.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Mutual graph learning for camouflaged object detection

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.277447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.164035Z digest=sha256:80d72a892196b44871a75b6596a82e2756e631b9092f7dad57d28deb1a2ab9a7

Observation 185438fe-695a-4a36-b685-85a845c81a2d · outbound

This paper cites Unsupervised camouflaged object segmentation as domain adaptation.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Unsupervised camouflaged object segmentation as domain adaptation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:21.098980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.236380Z digest=sha256:57933af8a9a93ca143e6e28bcb555bcc01869029bb719e03bbcd8d35f2595f02

Observation 5ee11631-8b9f-4544-87f5-d644cf053604 · outbound

This paper cites Preynet: Preying on camouflaged objects.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Preynet: Preying on camouflaged objects

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.947762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.339651Z digest=sha256:e27f8ae262f69032ae458c9975be0576061f42019781d46f9d919a76123e73a8

Observation 5bd60080-925e-43c6-9d7f-ade0309acc4a · outbound

This paper cites Referring camouflaged object detection, 2023.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Referring camouflaged object detection, 2023

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.816150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.404787Z digest=sha256:0bd74f9f2470cb760423591c7f6a4fbee792956934db65315a4e76d551d0ea41

Observation 70c870d1-e0a2-4e11-bf99-5680cf1dc35e · outbound

This paper cites Learning camouflaged object detection from noisy pseudo label.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Learning camouflaged object detection from noisy pseudo label

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.638916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.510516Z digest=sha256:b24cdf01b61997d585e24168f24b6eed13950648baefca9e546c418fd2074155

Observation 8731ad67-3e1b-4d02-8f10-88a58e05590c · outbound

This paper cites Bilateral reference for high-resolution dichotomous image segmentation.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Bilateral reference for high-resolution dichotomous image segmentation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.491781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.598473Z digest=sha256:70fd17d940547ca79fdbe7542ea3a072aa121bee90acd69e473bf5bb1f396206

Observation 3a16c80e-6e70-4a2f-8ecc-e91229b50a5d · outbound

This paper cites Detecting camouflaged object in frequency domain.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Detecting camouflaged object in frequency domain

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.347532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.650904Z digest=sha256:38811bf17b3cec5b0d72749a74b35b14affdab41a2df8e00edae5bdc61b11a33

Observation 7799dee6-fbe2-4e3e-95c2-0889891a1ab2 · outbound

This paper cites Inferring camouflaged objects by texture-aware interactive guidance network.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection Inferring camouflaged objects by texture-aware interactive guidance network

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:47:20.174263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.758810Z digest=sha256:8535094a9825bd12a80208e796a400e2f31fd5eeb85967f16fc4c3fc4ed8749e

Observation 3a5768c5-82ce-4055-91c2-5ebca2eeb21b · outbound

This paper cites write newline.

SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection write newline

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T16:47:19.895927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T16:47:19.895927Z digest=sha256:589534e8c588e41e39e807073de15fa8de839eaae232382cd7175812f714aaf6

Pith citing papers

No inbound Pith citation observations are available.