Pith. sign in

Paper Citation Record · LEDGER

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation

As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.06818.

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

pith.paper-citation-record.v1
2506.06818 v3

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:52:59.663864Z

measured 70 of 70 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

70 of 70 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7de8d1a9-71d4-4312-b750-acc8e92de0a3 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.642174Z

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=pdf_text observed=2026-08-07T05:52:59.361003Z digest=sha256:bd97b5e9265565d1e544427603bb250c87e42640cd1e5508f7753b2c1bfbacce

Observation 4d98afb6-4c88-425b-9257-d982bea5b7c9 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.612956Z

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=pdf_text observed=2026-08-07T05:52:59.370571Z digest=sha256:ea7f597767c1ff65e53ebfbb1eea224bf95b9bc9c5ca23e60b06367d47a43b09

Observation 317ce18e-bb97-4e7b-b62b-e3d99454956b · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.598771Z

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=pdf_text observed=2026-08-07T05:52:59.375153Z digest=sha256:fee253f4af8ff12c89d9d0e78099fddf54e7a953cb0090fa338af68f3f09c97f

Observation ac9264d9-1577-43ac-b404-f7cb4a8c0591 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.584495Z

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=pdf_text observed=2026-08-07T05:52:59.380197Z digest=sha256:d4f5f61ba1234231da12f7ae9aba778bdbfd420cea286cb5f395f5da988ef9f8

Observation 4259d1c4-e6d9-42e8-9e8b-3c5e0331af95 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.570632Z

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=pdf_text observed=2026-08-07T05:52:59.385743Z digest=sha256:35e01c962b0181e1555e124d6430070a66c0e6a88943402b7313bfa3bc770a63

Observation c7ddbed1-ae66-466a-8e3b-4638acb12e02 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.556339Z

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=pdf_text observed=2026-08-07T05:52:59.390134Z digest=sha256:2bb70790c03b67ae40b501643240bed8fb7fd0f21ba61f21717cc91daaacb956

Observation 27624858-aaff-4170-9030-325118a30cf7 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.394781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.394781Z digest=sha256:1d637dc86913cec816af46a8f2248c364c0389e2aa1f278953fdae95688eb3b0

Observation 52d7cbde-bcfc-4ff6-98f2-2e85c4cc3909 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.521454Z

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=pdf_text observed=2026-08-07T05:52:59.403672Z digest=sha256:414605251edf4c2c476d2048b3d05502bdfec5b0c7d6682e1aee5ce0414746a0

Observation b78d855b-ef06-4e71-b5f7-0e08fd87d9f2 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.508436Z

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=pdf_text observed=2026-08-07T05:52:59.408737Z digest=sha256:7610686284d7bcf5d3f3810dd0e15b2856badbdd8047f547577687d93c08a012

Observation c4690b47-adc1-4358-8a0e-c919f8cab2d3 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.495285Z

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=pdf_text observed=2026-08-07T05:52:59.413197Z digest=sha256:bd7c30b46de05843c08d6b7e9df7bba2b9cf2b8e5b8ae89e134cebe65d26be3d

Observation 7b18b8f4-f4cb-45e3-b51b-77560a385a97 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.481667Z

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=pdf_text observed=2026-08-07T05:52:59.417804Z digest=sha256:f98ebb46048050db92cbdcfba7ce42f7b4fef5adb1ae62ea4bf3db19c052cace

Observation 35c22f91-6066-44f5-b211-0b0cc40177f1 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.468343Z

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=pdf_text observed=2026-08-07T05:52:59.422158Z digest=sha256:674795b83254d93bbceb75825c14b6360ffde2faf978d607c93c66dbee2b6e9c

Observation 01cd997e-47de-40c8-8fb5-f0fb24974ab3 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.454212Z

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=pdf_text observed=2026-08-07T05:52:59.426509Z digest=sha256:f113aa1629cdd1be44d5c3d47d1acebc4986327a46a365586f748d0b94ddc552

Observation ec4458ce-984b-457a-a21f-45c8b1355693 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.439244Z

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=pdf_text observed=2026-08-07T05:52:59.430794Z digest=sha256:16f2f4fa65b6cf761cf78da3c4a4f0b0914e2852ead8a38d2e1e0f9f1600d340

Observation cc79d8dd-2f21-4912-bf6b-8b7274b4ac34 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.425484Z

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=pdf_text observed=2026-08-07T05:52:59.435186Z digest=sha256:6c6b62c871a6bb6f3eb46caff3fe4d391d87663cb60a806ad4962d81ce670882

Observation f9297d2d-d42f-4159-b31b-2c99e3069999 · outbound

This paper cites Segment Anything.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Segment Anything

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:53:00.411593Z

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=pdf_text observed=2026-08-07T05:52:59.440173Z digest=sha256:61c6931a25c5631eb54304cbd5b2a7caa326f3063cb6a99f885a219e9c7f7643

Observation 08a53836-62d5-4ab7-a9d7-13c64266526c · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.397402Z

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=pdf_text observed=2026-08-07T05:52:59.444978Z digest=sha256:f9173a8f8e9da76e16a95975f2d4ed450e88010f69ab12427f1a0421d17b1372

Observation 24cb05c5-028b-4303-b74e-7927da6a33fc · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.383357Z

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=pdf_text observed=2026-08-07T05:52:59.449143Z digest=sha256:c1490da620b59425707ef42bb803976a0969c63d11adca3442b2c4f28dd11ad8

Observation 5a495ec7-68e3-46a0-9fb7-f2eeccf57367 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.453581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.453581Z digest=sha256:deae4e8d4966f559181b5b1eb2784632da9c68fab54ede61a8c2cd819ba83baa

Observation 60feb394-9f8b-4967-8db2-48340cf9650a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.349951Z

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=pdf_text observed=2026-08-07T05:52:59.462554Z digest=sha256:0c25460d2bc9ef7054389ad51ad5817c1c6600956bc175eccf8fb8c367a421da

Observation d978f202-2192-4b23-bf88-f92d83c0588a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.335046Z

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=pdf_text observed=2026-08-07T05:52:59.466736Z digest=sha256:f7b11ff56130cc1d5f04eb0bb782f24511315f08412400efbf6815294ccd76e5

Observation 0d9daa0b-b133-4e0a-8e8e-ed2bc605fa84 · outbound

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

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Nguyen, Zhongliang Nie, Minh-Triet Tran, and Aki- hiro Sugimoto

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:53:00.321017Z

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=pdf_text observed=2026-08-07T05:52:59.470931Z digest=sha256:226f92df41643020b70addd24d85bea4f3601daf58f8e4990586a6f719cc445e

Observation a756bcdd-9480-4cbd-bda3-10a84b2a0dab · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.306990Z

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=pdf_text observed=2026-08-07T05:52:59.475240Z digest=sha256:a8621258453f5be05ab8b046f8f60585ce183eab829cc91204199f4049c7e5bf

Observation 91477576-ddfb-4721-a2ba-096ffc4bd2f0 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.293311Z

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=pdf_text observed=2026-08-07T05:52:59.479648Z digest=sha256:cedf0cdf7adf87e621d5d0d100d2201233af315625c5ae7a3e0aa5a3b1ac6748

Observation a5bd5678-bcbe-47cc-99af-17f044b3f66f · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.278304Z

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=pdf_text observed=2026-08-07T05:52:59.483687Z digest=sha256:85ca0178437673ff8b304e039dbae56851dfc25aa8c6b53d494695ea93c041ca

Observation f5568274-fd9f-4746-bb3e-4f37c66aa3d8 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.487988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.487988Z digest=sha256:2c90e196e1afc872495f65c3fdfb7b6128b3254783a003a2c7542695581c1e21

Observation 8bc4cb56-eb8b-41c7-bab9-c35307daf94a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.254658Z

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=pdf_text observed=2026-08-07T05:52:59.492134Z digest=sha256:9d3304e075d122e27b28a487e6c0c48f27754d7664c554ac14767d884aa5709a

Observation 79992aee-86fc-450e-b93d-641fa84d5842 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.240472Z

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=pdf_text observed=2026-08-07T05:52:59.497222Z digest=sha256:701fd24500ee20137783418dff49bae332091733814f1f512b706ba4e1e45e9b

Observation 4b00a6c2-e862-41a5-b9b8-16671bdb2788 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.225674Z

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=pdf_text observed=2026-08-07T05:52:59.502069Z digest=sha256:6879560631f4d4d5d957da4bda3f0b0fe8b9df3f8ad3a808be6aaa03a67783a1

Observation bbde33b1-65fb-46cf-814c-f7ca0e72dada · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.211921Z

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=pdf_text observed=2026-08-07T05:52:59.506904Z digest=sha256:c4f7235036978b0f0f4164ba30b58d918328a6aee0fc95bafcda00591c1c9a10

Observation c3fb6c48-e77a-474a-90d5-3aa445bc7d21 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.197424Z

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=pdf_text observed=2026-08-07T05:52:59.511055Z digest=sha256:3da6e4bdc57542d51a3e93f0b11ed30d9f5f555dd5207f748fa184e9956090ce

Observation d7a60a83-d859-48f2-ade7-97b9570726e4 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.183422Z

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=pdf_text observed=2026-08-07T05:52:59.515191Z digest=sha256:e702158bcdc167d985356029dd2e7e6be1e17b08e2164d10c3a8d6274d87c105

Observation 890f816d-5c84-4364-a36f-e7eef6e96edf · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.168678Z

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=pdf_text observed=2026-08-07T05:52:59.519525Z digest=sha256:37885e4551da809b55a6edf48960731bd0b03c9359e18837376b0af60c45fc59

Observation 378e80ad-6848-4a21-a275-497b7eff6af2 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.523768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.523768Z digest=sha256:103443bbfe63727858a52cfd18b62a43668042d0140e7db7259f92578e81b63e

Observation eec1b3ad-3033-4146-905c-27d5789e1103 · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.527807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.527807Z digest=sha256:a02db110f1c823bbdb48bd8a208bf47603367483e7c37b7d7190f380b1035e48

Observation 621a7e6f-8245-480e-b0f4-5544b92e45d7 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.145787Z

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=pdf_text observed=2026-08-07T05:52:59.532418Z digest=sha256:7626c005e266b2a03ce8ec0f0635af90e340c1e88baff4de3e1f8dd1d5277115

Observation f34e245d-4934-4549-86ba-166da61e2e2e · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.131905Z

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=pdf_text observed=2026-08-07T05:52:59.536419Z digest=sha256:0274ca6ca4ff32dedae3b9746facc3f4469663a9216325c4ae59c25737063a8e

Observation 5fd77b2f-28a1-4f5c-93b7-59f4b08fd139 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.119149Z

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=pdf_text observed=2026-08-07T05:52:59.540572Z digest=sha256:7936496452746c4dd1a83dd9b230a5e5496b031fd2e9aef1ba7d5d9980e4b0d0

Observation 303c7b5b-05aa-4b4c-9d39-b89babbd76a3 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.105735Z

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=pdf_text observed=2026-08-07T05:52:59.544830Z digest=sha256:3a72d352aeda65ed80dae234297cc371bb95b211184f01f80d41d36d7c2b7ff9

Observation 43c8efa4-b0b9-4e67-b69e-dd747235a2cb · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.077257Z

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=pdf_text observed=2026-08-07T05:52:59.552954Z digest=sha256:35260ab5aaa0f2ac6772b66ba62ceadabaf8f5650410f42922f78f8c71c679a7

Observation 25b40288-71c4-4f07-b69b-bf5772304b46 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.063494Z

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=pdf_text observed=2026-08-07T05:52:59.557382Z digest=sha256:a6788bfe033af7893006c01aa3beb8841e50a86f4a6b62703ab493b913befef5

Observation cf95fce2-eb7d-473e-868d-6b0e2dcd19f0 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.036624Z

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=pdf_text observed=2026-08-07T05:52:59.566471Z digest=sha256:28f50a633044efe1da2c0673a4faf5879b4f51ade6abecffedbfd5b4281c7e93

Observation e29cdb46-2d4a-49af-bd93-c4ffbebdd3f2 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.022935Z

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=pdf_text observed=2026-08-07T05:52:59.570742Z digest=sha256:86c0cbf5097fea9a0898bc743b45a07161e428460bc8f2bddc3beb8472e5d8e0

Observation 391d0adf-f87f-4d95-b046-ec8832fac54a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.007614Z

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=pdf_text observed=2026-08-07T05:52:59.575136Z digest=sha256:c561f361f8f54f12f48061d329b34a898ab047d5b139b9d132eb28cde3ccac76

Observation f1a14f6c-78f6-4c25-bcb2-22d1893ebd35 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:52:59.992325Z

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=pdf_text observed=2026-08-07T05:52:59.579371Z digest=sha256:74b93616eeea509d84f8b4c897620c6a5082b1d7c078fdd83d759de397e434e2

Observation adece1d1-6c05-4781-b391-32ba6acdd533 · outbound

This paper cites InAAAI, Vol.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation InAAAI, Vol

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:53:00.050361Z

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=pdf_text observed=2026-08-07T05:52:59.561687Z digest=sha256:83742445865a1b876891fd9b3fbf8e303a52aa1cbdb67021e12bf2675b2187b8

Observation 979fa6f6-2c00-417b-8401-137e7faabec4 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.964172Z

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=pdf_text observed=2026-08-07T05:52:59.587487Z digest=sha256:c033a2b02f91427bcf37b9ca159d5dc689613c83ae070c202068ef9b80ee6cba

Observation 97275a72-be5c-4148-bdb8-e7ce1911976b · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.950885Z

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=pdf_text observed=2026-08-07T05:52:59.591823Z digest=sha256:fc837e15f45505ca7a11c4a7f3e87c0102988cf9498b06e30dcd03fac5355cb4

Observation b3415b43-fe21-4ccc-bdcb-50f68ba5c17a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.936272Z

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=pdf_text observed=2026-08-07T05:52:59.595990Z digest=sha256:52dbac4e2d74b3152cb088725e3503d21c22d6e051d3081253337d9b99b648a5

Observation f8a3a4a9-afac-4eb5-8bfb-34a07f0034c3 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.921889Z

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=pdf_text observed=2026-08-07T05:52:59.600134Z digest=sha256:f340218cbce20ca7288af5f9c16b10f0ab0e209828f7dd6ca3e8435d61769303

Observation c4a31c0d-a1fd-43a7-981d-102526222fab · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.977679Z

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=pdf_text observed=2026-08-07T05:52:59.583587Z digest=sha256:5221a59b4dbb5dfbd388889d4bcabfaf20702fde2a06566465e2ef0ba5d25183

Observation 2c360c54-0fa5-4eac-91f7-284c4f84e44a · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.895070Z

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=pdf_text observed=2026-08-07T05:52:59.608137Z digest=sha256:af823a9cabb0ee520c6486d3576f96d54b827f55a1876409c0e014a186823b11

Observation 5a0381b5-93d4-4ec4-b77e-69898a377278 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.881247Z

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=pdf_text observed=2026-08-07T05:52:59.612169Z digest=sha256:0d5713e34afa866436f3dc1541aa18f283b72e28f101fdca55eac37ce2ef0a86

Observation 8bdcf537-9723-41bf-8700-14b71063b304 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.867637Z

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=pdf_text observed=2026-08-07T05:52:59.616702Z digest=sha256:523ed48be387574c1198f3230076a758940da5ba3e7b44916c59518616acfa6c

Observation ec8cbada-72f2-4716-8c9c-dc4586746253 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.853628Z

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=pdf_text observed=2026-08-07T05:52:59.621249Z digest=sha256:0c3113dafa196c7bc97dbb3190e6e8620261c07f74bf6d80bba10ce5e6e96c50

Observation 3c562f52-f089-4cb6-9c79-22a63c6950f2 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.908541Z

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=pdf_text observed=2026-08-07T05:52:59.604191Z digest=sha256:b8530b91296c8d938d8d334e5d7a763f6a9846f6a7b669d1fa954efe8f831721

Observation d78eb2e9-0a92-422b-918b-2bc4905048bf · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.811375Z

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=pdf_text observed=2026-08-07T05:52:59.633637Z digest=sha256:6b99ac66f1021ff544bc3a41fe5956873da1861bba3229a633c2ba4bd90eaafb

Observation bc7bf532-3559-4077-ab6c-c54766fe3c75 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.796729Z

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=pdf_text observed=2026-08-07T05:52:59.638026Z digest=sha256:30fb84014926263ee3e53165c69055005a471ca2e98c930dbb82476f84b508e8

Observation 716677f7-e140-4dbe-b5f6-220271b9bfb6 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.781707Z

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=pdf_text observed=2026-08-07T05:52:59.642190Z digest=sha256:114399825d84b649de0fe29896bf971d7427d024346447257bd8d69047bdfe8e

Observation cc75a027-efb4-4138-aa25-89da9881101e · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.767830Z

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=pdf_text observed=2026-08-07T05:52:59.646403Z digest=sha256:22391259debbbbc0b5b3df341b72fde2d93ad0739701063b7123f3a08efd16eb

Observation efe4a7dd-713c-46fe-8542-dc95311409da · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.839326Z

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=pdf_text observed=2026-08-07T05:52:59.625539Z digest=sha256:ddb11dfc4dfc5a0fb842b2a5ac2481b2ef8f6e21085588869528fdd8198b49e7

Observation 4527d294-1e21-4d04-a92d-8b213f0c34a8 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.825103Z

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=pdf_text observed=2026-08-07T05:52:59.629604Z digest=sha256:2871ede6f5f3b449dccf6dc7296b616a18795a002f74da819d07018a9a5a8f3e

Observation 8293311d-1f35-4d5c-adba-a1ed00f6b9c9 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.724878Z

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=pdf_text observed=2026-08-07T05:52:59.659349Z digest=sha256:4ac239fb465b06be8961b9b6602a6df818d82c077990f725ceedf72c03c36bac

Observation d65c1913-0acb-4f23-9260-c0d2893a7794 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.663864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.663864Z digest=sha256:b081c0126f6a35631c185e11d2de69dd6224405f1f6a8bf6029a02141a538f08

Observation c0902b58-b5e3-46ec-a47e-84b3cd0bc2bc · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.753423Z

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=pdf_text observed=2026-08-07T05:52:59.650702Z digest=sha256:6495453b6bd06a3b11df48186fbc9e1c9135d6b9cde38e122e8716da22306c01

Observation 53ba25d0-70bc-4b32-952c-47f8ed0f1129 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:52:59.739780Z

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=pdf_text observed=2026-08-07T05:52:59.654678Z digest=sha256:26892573daebb7d9c25795217318cd042572a66f60a151a6b02459c54c46b9de

Observation 89799b54-3937-4c93-8ed5-15e116c534e4 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 2009

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:53:00.627618Z

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=pdf_text observed=2026-08-07T05:52:59.366009Z digest=sha256:65bc4eb43ffc0f80b5f829795869f746cb02114adc035a5753ccfdf63f0e4391

Observation 0bfc7bb1-28b8-49d3-88b5-a0471f16dcd9 · outbound

This paper cites In IJCAI.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation In IJCAI

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:53:00.534434Z

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=pdf_text observed=2026-08-07T05:52:59.399325Z digest=sha256:dec6c0744faaa1fa0e8037f87af6bae51619f0db6adb340710e0695177cd2c1e

Observation b90f53ec-6f92-4547-b034-8b869d5f5c99 · outbound

This paper cites an unresolved cited work.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:52:59.457885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:59.457885Z digest=sha256:57689f7fb9528dd183108da720ebc462395376f9a45b269cf2ded6052705c4f3

Observation 892bf1ba-4a1d-45da-a73a-697e6c2e3309 · outbound

This paper cites InACM MM.

Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation InACM MM

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:53:00.090857Z

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=pdf_text observed=2026-08-07T05:52:59.548950Z digest=sha256:27157eeaab3f1ab1c9ca372a210dd6c0b04965c08c6c89ffc9cde80b490cb244

Pith citing papers

No inbound Pith citation observations are available.