Paper Citation Record · LEDGER

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.06042.

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

pith.paper-citation-record.v1
2503.06042 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:42:27.689508Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:07:27.839237Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7a4b847b-a5a1-4ce6-b45e-c05387022c2e · inbound

ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation cites this paper.

ArgusCogito: Chain-of-Thought for Cross-Modal Synergy and Omnidirectional Reasoning in Camouflaged Object Segmentation Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T16:42:27.689508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5273828a-a3b9-4079-a7f8-3f3d8ebc8e29 · inbound

Modality-Agnostic Prompt Learning for Multi-Modal Camouflaged Object Detection cites this paper.

Modality-Agnostic Prompt Learning for Multi-Modal Camouflaged Object Detection Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:45:58.472794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9fa3ac53-c981-456b-bca7-1cad833b77de · inbound

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization cites this paper.

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:51:46.072382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ffcf0c8-3811-4efd-a9ce-75a1aef97fa7 · inbound

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization cites this paper.

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:55.365743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f98ca9ff-2c6a-4d6e-9ead-c3b70756f73d · inbound

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization cites this paper.

When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:55.504846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3aa1334-714a-4465-a988-fc6cc6f421c7 · inbound

DifferSeg: Towards Diverse Multimodal Binary Segmentation via Differential Perception and Frequency Guidance cites this paper.

DifferSeg: Towards Diverse Multimodal Binary Segmentation via Differential Perception and Frequency Guidance Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:07:27.840657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dc0cd00d-307a-4c98-89a5-17e5ebcbcc64 · inbound

TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning cites this paper.

TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:23:51.200646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.