Paper Citation Record · LEDGER

DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.15885.

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

pith.paper-citation-record.v1
2502.15885 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:07:21.913449Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T05:41:02.347452Z

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 e734589f-3510-48b6-b14c-ffaed7e36be4 · inbound

MediAug: Exploring Visual Augmentation in Medical Imaging cites this paper.

MediAug: Exploring Visual Augmentation in Medical Imaging DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-16T10:07:21.913449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1addfdf-f931-42d2-b140-3a2bbd4d09f6 · inbound

Semantic segmentation with reward cites this paper.

Semantic segmentation with reward DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:33.271324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3691214-697f-45bc-a063-3518cd221ffd · inbound

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation cites this paper.

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:38.522428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3696964-413c-4c24-8988-c748dbe9b7a0 · inbound

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation cites this paper.

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:41:02.348812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.