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Paper Citation Record · LEDGER

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

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.

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.481052Z digest=sha256:58c6b18e43d9f43831b5140bdac653ec7cc6e18b3b79ad7905c574d1d690e6ef

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.492507Z digest=sha256:bf8e4983b55f3d6c6dfaa26299fab79cf9b0a9ba5650a4d3c503b0a58cd7b418

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.513640Z digest=sha256:938d60d93304c028971a9239b90565092e2e9f8d23f2c8dd0005a90af09efcfe

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.525256Z digest=sha256:795a1d43b7dcf2fffeef6fd2454a3929197e53b7247e7e63f412d0d3a99ad29a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.535714Z digest=sha256:dcbbe8edc0444c93f0cb87c22809174a12f6b4555807c0dba360cf4df9a3a60f

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.546258Z digest=sha256:5a02ddc86c41020d269d09721e3d0d2f75928e8c2f9aa18f78afba3ea31bf7dc

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.559572Z digest=sha256:c3f8826c018e3b02659c9527a3840b34ad6a02ef60c87964fc7201ca90537b92

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.570858Z digest=sha256:9e703c03f99dc0d6c6f9142587c887453f6a1b6cf3ba67e83e956669452aa3b2

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.584546Z digest=sha256:410aea9c62d9b6052463f944c0ff880a87efbf4450d6a62d5f44a343b6a4d011

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.596106Z digest=sha256:6f3a518cff31fa79eb5d656c9c25ac28a94988b3a3df81893ac100eb8d71ce49

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.603701Z digest=sha256:3b67ab105d33cef9d8cfd4560db081b7f768900aa619b1b35d5df92f778d50d4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.677137Z digest=sha256:6389ecd6bb83400e442b2638e9895d9cf6ec3633950be65bfddcfe3aa8f32777

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.744938Z digest=sha256:751843db008416138fdf05245096e6fade8ca611d5ec85985e1f3af2bb9d4c42

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.790011Z digest=sha256:608b0354bc4ffbe9895bdf71332dc513e0139aa37f4d7b6f7aa8e476c1bc4e8c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.867411Z digest=sha256:3c8a04334e551cd048bb83a86384227bd7aefd411747dfae8a1459cc6b9c6608

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:16.942021Z digest=sha256:5aa42bda48b67095349c9adc15c10a9a054e8409dbcfe51f1c58d852f9ea92ef

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.011663Z digest=sha256:976dd5784260bbec3e9c20ed7759c6636ab7bca41ad69c0c30ba869095051e2c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.121102Z digest=sha256:39e015ce137df427fa7000913403cf2516d483a2b32868f042ff576d84cb6614

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.196158Z digest=sha256:93cab168dfb116165ffbaac3fe37786d979569e2008e1224faef2c9c619df214

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.297423Z digest=sha256:b75dde18214df3757d41071fb2484ca8e4553fc322955bad2c2dbd086f37a79d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.383431Z digest=sha256:e38b33741203121d44e44301ea8a0de64e843d1d1c610aea7f2d99257d42967b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.493660Z digest=sha256:8e4a75003fba4be7e35025edb87b0a12022c4ce311e386eb23e30d266aa3d24a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.565616Z digest=sha256:66769a19b74735984d05f145fe3e73b18dde7c7872e4f8c43f3682f1ed9457ba

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.634379Z digest=sha256:d8cbe41038e3a6ea2d0b095ae29165b7a74ba7d08bc891d380b70b1c0eda1efc

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.739668Z digest=sha256:6082ed6fd85992a61ede6ade5f1c8d320a0d902d2351df2673c3d34b2c65bf02

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:17.814517Z digest=sha256:83d762335e4b0503e48da61b49dd1a525039d623f5e01043a61a5ad23c7267c2

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.032917Z digest=sha256:561fd1db88fc889e62293c8c044242c4a4191ccddc325f6eea85e5aba2582cb7

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.134380Z digest=sha256:132d09333e67c9319924e5a7583c852ca4337e2b37fc82149fa853935e9c4767

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.222010Z digest=sha256:245164723d2b4391a8294120476b298a22ea6bdbda13d93539f6affc63a36ee1

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.423444Z digest=sha256:898dc21d3557283ebc9bf7c10264245efa13c64648ea024044134771a7f49c57

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.491051Z digest=sha256:568b31b6e3476286c001c8434d63f1be880feeb17a2026cebc57e6fb92d17fd0

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:c779f98f30da9fde945aa746586813140b4d22108fb717c9826ed23863fdb8bd

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.689725Z digest=sha256:a284cc364c29069922030ae05e41b3b8259e6cdf63b29f690f4c4702ea113b53

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.783659Z digest=sha256:d18519a939989d1cc1e2e903a1fd4650b301adf06cca6b705959454df15232f7

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.845043Z digest=sha256:42ac864f2b006fddba9b70b05ac1b83b3f05b3957591694d30d627886d88a48d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:18.956275Z digest=sha256:c6e831629d2c280548aa7d6a751def9a231d10625209c68f8d909db0fd60f596

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.033314Z digest=sha256:900f147948f26333a7410dc048f6957de18de0008da44a51bc69691a838f166e

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.113568Z digest=sha256:5230af0fa5f3044cf593a414ec5c76c5820a7caee8e6fc8bb5bd76f6fa3c9881

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.164035Z digest=sha256:450cd95c4e26d48943fe78891f7c2aaa3a2d0012560b3502daf01f2eb3ea16c0

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.236380Z digest=sha256:6a3c7618274b2420fe88898875c511197957f83b8d005a50b0d8c30f10a22cb9

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.339651Z digest=sha256:2419bd4934afe3a9a0b61ec29fb556c1b8b53983caf41aa7db1971a9d650f716

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.404787Z digest=sha256:23e983a202237c2dd7688b2c0cb33dcb7e6e2e5e5fcb5cfa07c1965b77f0d899

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.510516Z digest=sha256:f669956b5ffe68457b0708225e6568efc92fd85cea22097350efb581587be358

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.598473Z digest=sha256:32faead54d60d0fa330324bf2d40ec1997885b46d05fede6d70d851607b4b64f

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.650904Z digest=sha256:de386ad109c1ea6287f4a113b7b580c4b42d008c3610aafdff832bc263c24547

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:47:19.758810Z digest=sha256:00e86be35c2b168b9cad6731de2831f32d8e7de05b5140a75901c7fdb6f8477c

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.