Paper Citation Record · LEDGER

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2605.05161.

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

pith.paper-citation-record.v1
2605.05161 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T23:46:56.241151Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy22
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a00077b-34c1-4e87-9bbb-8e69a1534f71 · outbound

This paper cites In: International conference on machine learning.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: International conference on machine learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.256547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5e9e5a0-d5aa-43b4-873f-e0ee17a45f8c · outbound

This paper cites Qwen3-VL Technical Report.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Qwen3-VL Technical Report

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.059049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7dbb7dae-2427-4b4f-9082-0670a86a7c3f · outbound

This paper cites In: MICCAI.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: MICCAI

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.263874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e509e982-3aa8-4eda-9c66-577c53db80cf · outbound

This paper cites In: International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.260222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 965bc338-82ad-41ad-b76e-da0a7cb3c5cd · outbound

This paper cites NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T13:15:46.056622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20be7c6d-341f-4648-b8ec-b7bea618399f · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: Pro- ceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.266322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 83594837-297b-4ae3-bc76-cdee68d630f8 · outbound

This paper cites Journal of Mathematical Imaging and Vision51(1), 22–45 (2015).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Journal of Mathematical Imaging and Vision51(1), 22–45 (2015)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.262075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcc5f593-e4f3-4778-82e4-540d8c44fcab · outbound

This paper cites NeurIPS’2033, 1877–1901 (2020) 10 B.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging NeurIPS’2033, 1877–1901 (2020) 10 B

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.258370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb6abfad-1afc-4b1e-8f9d-033d9784328f · outbound

This paper cites IEEE TPAMI39(9), 1853–1865 (2017).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging IEEE TPAMI39(9), 1853–1865 (2017)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.252772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 00bde3fb-cb9a-48c9-90ee-9186192d42b4 · outbound

This paper cites In: ICPR’21.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: ICPR’21

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.254617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89d6a076-d9d1-46f3-bed4-118c9a3b0dba · outbound

This paper cites A Survey on In-context Learning.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging A Survey on In-context Learning

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.061288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b4864c4-3139-4d63-b250-4f8ebef4b942 · outbound

This paper cites Statistical science pp.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Statistical science pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.222010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 764550e1-8628-4f71-8631-4a13d355dee9 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Gemini: A Family of Highly Capable Multimodal Models

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.051184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c93d80c1-23ed-44f3-ae2c-5c8d1998513f · outbound

This paper cites Foundations and Trends in Machine Learning5(2–3), 123–286 (2012).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Foundations and Trends in Machine Learning5(2–3), 123–286 (2012)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.218109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e65ab653-e080-473a-9542-df172580e9eb · outbound

This paper cites Medical image analysis42, 60–88 (2017).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Medical image analysis42, 60–88 (2017)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.247781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45d175ab-4d5f-4d79-8186-2214f250e35e · outbound

This paper cites Psychometrika12, 153–157 (1947).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Psychometrika12, 153–157 (1947)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.250107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d77d2a1-ec22-452e-bed9-c20957dfa587 · outbound

This paper cites In: MICCAI 2024.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: MICCAI 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.236823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68d3596e-cd12-41a2-a204-1db1d69bc5fa · outbound

This paper cites Scientific Data9(1), 429 (2022).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Scientific Data9(1), 429 (2022)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.224206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 04ac71f2-77ba-42cf-94ed-9d54cb48a55f · outbound

This paper cites OpenAI Technical Report (2024).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging OpenAI Technical Report (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.219933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e50ad68b-57fe-42b0-9861-cefee4421692 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging DINOv2: Learning Robust Visual Features without Supervision

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.048569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e589500f-bafc-40a8-a41f-6484771cac3d · outbound

This paper cites Foundations and Trends®in Machine Learning11(5-6), 355–607 (2019).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Foundations and Trends®in Machine Learning11(5-6), 355–607 (2019)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.239178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8481ba62-7f5f-4ee2-9925-143985f4db0d · outbound

This paper cites In: International conference on machine learning.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: International conference on machine learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.245925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09c3690e-8411-4720-96c2-46db53cc35c1 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.226294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7e00468-029f-4695-bac8-8d585e04827e · outbound

This paper cites Medical Image Analysis54, 30–44 (2019).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Medical Image Analysis54, 30–44 (2019)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.228233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4a9817c-cbac-413f-b05a-8176227b4306 · outbound

This paper cites In: ECCV.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging In: ECCV

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.232290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b7949f1e-0b57-4e94-84ba-545b4a5fe2a6 · outbound

This paper cites DINOv3.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging DINOv3

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.053979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5d6a58d-93da-4f42-b73f-739621952b36 · outbound

This paper cites Detecting Outliers with Foreign Patch Interpolation.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Detecting Outliers with Foreign Patch Interpolation

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T13:15:46.046159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4025d7ef-c57c-406f-9b27-2e6080d33c07 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.043519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ad77cba-e292-46f8-a84b-4d506e34b4ec · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T13:15:46.040742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6a595cca-80dc-4a3a-b4c5-9a889d71361f · outbound

This paper cites NeurIPS’2235, 24824–24837 (2022).

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging NeurIPS’2235, 24824–24837 (2022)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.241065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9628ad9-825d-4638-b4e3-17ba531ee290 · outbound

This paper cites box_2d": [y1, x1, y2, x2].

Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging box_2d": [y1, x1, y2, x2]

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T10:13:41.243679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.