Paper Citation Record · LEDGER

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs

As of 6 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2606.20913.

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

pith.paper-citation-record.v1
2606.20913 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:46:19.654341Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

17 of 17 outbound references displayed

verified exact3
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81518072-c062-4844-b702-bb1ac0ac9b9b · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 410a801c-c325-4a12-8429-cb7d79cba7be · outbound

This paper cites Advances in neural information processing systems36, 37995– 38017 (2023).

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Advances in neural information processing systems36, 37995– 38017 (2023)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2eb80f-d89b-475c-b756-356c87b35864 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fae88df8-6240-4ee5-8b98-e5057fc6b2aa · outbound

This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:39:30.514399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 948e2c86-d1cc-440a-be86-8f21c492e24a · outbound

This paper cites Ultra-light test-time adaptation for Vision–Language models.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Ultra-light test-time adaptation for Vision–Language models

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:39:30.506132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bd079c3d-e4cc-4be1-baff-c82bb323a06c · outbound

This paper cites In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3628922-9e24-426d-bf66-941106755559 · outbound

This paper cites Generalizing vision-language models to novel domains: A comprehensive survey.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Generalizing vision-language models to novel domains: A comprehensive survey

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.506681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bfb63b6-29ef-49a0-bf9a-002b2f67c352 · outbound

This paper cites an unresolved cited work.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e2798e-1cb1-4b26-a108-9f2a4878e5bd · outbound

This paper cites Advances in neural information processing systems33, 21464–21475 (2020).

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Advances in neural information processing systems33, 21464–21475 (2020)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 892375d3-a3a7-44c0-b587-0a681c634923 · outbound

This paper cites In: European Conference on Computer Vision.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: European Conference on Computer Vision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8659da0-f3ff-4fc5-8087-3e3885d30b5a · outbound

This paper cites Advances in neural information processing systems35, 35087–35102 (2022).

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Advances in neural information processing systems35, 35087–35102 (2022)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 202eb2bb-5f25-40cd-8b9d-09bbe6a9384b · outbound

This paper cites In: Thirty-Seventh Conference on Neural Information Processing Systems (2023).

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: Thirty-Seventh Conference on Neural Information Processing Systems (2023)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173e2032-95a2-423a-bb0d-7327eda55625 · outbound

This paper cites miyai et al.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs miyai et al

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6c2cec-bea1-4c34-9320-f8792c7403d8 · outbound

This paper cites Medical Image Analysis99, 103357 (Jan 2025).https://doi.org/10.1016/j.media.2024.103357,http://dx.doi.org/ 10.1016/j.media.2024.103357.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Medical Image Analysis99, 103357 (Jan 2025).https://doi.org/10.1016/j.media.2024.103357,http://dx.doi.org/ 10.1016/j.media.2024.103357

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-26T17:49:40.503369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7adf8f69-66ad-47e8-9b63-7e16c6059657 · outbound

This paper cites In: proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6edbf1e-62d8-4757-a101-f9d3bf4f136b · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022).

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T17:46:19.654341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690af5de-7de2-4896-8668-b5dddf254573 · outbound

This paper cites Self-Challenging Language Model Agents.

PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs Self-Challenging Language Model Agents

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.510413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.