Paper Citation Record · LEDGER

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2

As of 23 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2501.05933.

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

pith.paper-citation-record.v1
2501.05933 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:10:11.831145Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy11
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94762dba-1407-4832-862b-0708893df81d · outbound

This paper cites Prevalence and IncidenceofAge-RelatedMacularDegenerationinEurope:ASystematicReviewandMeta- Analysis.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Prevalence and IncidenceofAge-RelatedMacularDegenerationinEurope:ASystematicReviewandMeta- Analysis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.140095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98c76d33-c77e-478d-9e53-b6997b182800 · outbound

This paper cites Relationship between the Distribution of Intra-Retinal Hyper-Reflective Foci and the Progression of Intermediate Age-Related Macular Degeneration.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Relationship between the Distribution of Intra-Retinal Hyper-Reflective Foci and the Progression of Intermediate Age-Related Macular Degeneration

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.118213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 64da42a5-8152-4fcd-919c-501aafdac719 · outbound

This paper cites IEEE J Biomed Health Inform.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 IEEE J Biomed Health Inform

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.092833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43d167aa-a68b-4a69-b761-815441730bb1 · outbound

This paper cites Weakly Supervised Anomaly Seg- mentation in Retinal OCT Images Using an Adversarial Learning Approach.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Weakly Supervised Anomaly Seg- mentation in Retinal OCT Images Using an Adversarial Learning Approach

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.069859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f12a56e0-daec-4c59-952f-8469c27901ea · outbound

This paper cites TSSK-Net: Weakly Supervised Biomarker Localization and Segmentation with Image-Level Annotation in Retinal OCT Images.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 TSSK-Net: Weakly Supervised Biomarker Localization and Segmentation with Image-Level Annotation in Retinal OCT Images

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.046597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a154f52b-5eb9-4f45-bb54-2f347a43a027 · outbound

This paper cites A Foundation Model for Generalizable Disease Detection from Retinal Images.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 A Foundation Model for Generalizable Disease Detection from Retinal Images

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:12.020417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 92749d07-26a5-4f08-ba94-581bf5cd19bf · outbound

This paper cites Attention-Based Deep Multiple Instance Learning.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Attention-Based Deep Multiple Instance Learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:11.994762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b694cc3-720d-44cd-8c66-1d79f3b3a4a1 · outbound

This paper cites On Pixel-Wise Ex- planations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 On Pixel-Wise Ex- planations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:11.975128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b543045d-0073-47c7-b5ea-081cf274a3e7 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 SAM 2: Segment Anything in Images and Videos

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:11.803957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a77ef956-93ee-4558-889d-4fe3e49206ae · outbound

This paper cites Escaping the Big Data Paradigm with Compact Transformers.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Escaping the Big Data Paradigm with Compact Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:11.810218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5522f0d-83cc-4c27-b563-35b5a3d1a36b · outbound

This paper cites Ophthalmology.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Ophthalmology

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:11.957285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 869cd9c2-2910-4e86-b32d-1199a3239a67 · outbound

This paper cites Hyper- reflective Foci not Seen as Hyperpigmentary Abnormalities on Color Fundus Photographs in Age-Related Macular Degeneration.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 Hyper- reflective Foci not Seen as Hyperpigmentary Abnormalities on Color Fundus Photographs in Age-Related Macular Degeneration

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:11.939466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1e7f3063-5403-4b9d-8e14-f95d1e062941 · outbound

This paper cites XAI for Transformers: Better Explanations through Conservative Propagation.

Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2 XAI for Transformers: Better Explanations through Conservative Propagation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:10:11.918325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.