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Paper Citation Record · LEDGER

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.09222.

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

pith.paper-citation-record.v1
2507.09222 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:11:41.221912Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

24 of 24 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2dce6406-7d8b-4af1-a314-cb35641345ca · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 8

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unresolved
raw_fallback, observed 2026-08-06T18:11:42.628911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 81f70271-007d-4ade-815a-7ba56e0dd50c · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 63d8d52f-3178-41af-b50e-1fa41eea9e58 · outbound

This paper cites IEEE transactions on medical imaging 34, 1993–2024.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift IEEE transactions on medical imaging 34, 1993–2024

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bfbd3c1c-8634-4502-8ead-910aedaf18b2 · outbound

This paper cites Regularizing Neural Networks by Penalizing Confident Output Distributions.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Regularizing Neural Networks by Penalizing Confident Output Distributions

Reference 17

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no resolver link, observed 2026-08-06T18:11:40.643322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f418e26f-6bd0-44c4-b31c-b354c0c9c579 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:40.758560Z digest=sha256:2c95fd6d50bba1860cab6d8800fec30be94ee5feaf16b9f8138b4c8ccd039474

Observation c6819425-4805-4c41-be9f-ee774c10235c · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:41.788763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 0d4fd204-5b23-4232-8dd0-fa15be5e5221 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 078e37aa-4797-450d-a799-0dcf0c899fc9 · outbound

This paper cites Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models

Reference 23

Resolution
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no resolver link, observed 2026-08-06T18:11:41.113651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9fea0e32-27af-460c-950c-5b294aaaf495 · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 24

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no resolver link, observed 2026-08-06T18:11:41.221912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2abdce2c-1702-4ae1-af85-368f29e66170 · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2004

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 79c8f29f-a742-41c9-bc46-6507c5f69522 · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2008

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation c2f56be8-7e54-4da0-96a8-9c67252dd40f · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2009

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:43.055654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8f2d66eb-a3c2-45b1-a816-daaf4e8df6b0 · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2012

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:42.184836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2cb7073d-0cb1-403e-889d-7060ad198980 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Fine-Grained Visual Classification of Aircraft

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:40.346527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1375b734-c41b-4ee4-8307-6cc6e845f48f · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2014

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unresolved
raw_fallback, observed 2026-08-06T18:12:24.706713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 19c901b1-377c-49cc-b625-e328a93ea385 · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2015

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:41.971955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 42d65214-51cc-499d-b5be-6df57fdf8f46 · outbound

This paper cites Calibration in Deep Learning: A Survey of the State-of-the-Art.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Calibration in Deep Learning: A Survey of the State-of-the-Art

Reference 2016

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c1d0e7aa-9c50-4e83-82d2-32a7f339ae57 · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2017

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:42.798096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bd872ced-79c9-4455-9856-9a8933ac27c4 · outbound

This paper cites Regularized Learning for Domain Adaptation under Label Shifts.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Regularized Learning for Domain Adaptation under Label Shifts

Reference 2019

Resolution
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no resolver link, observed 2026-08-06T18:11:39.699786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ed256746-0136-4cb3-8490-1a9979cad838 · outbound

This paper cites In Search of Lost Domain Generalization.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift In Search of Lost Domain Generalization

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:39.935794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4712ac3c-43ff-4d48-b1da-f702bf2b693d · outbound

This paper cites FedBN: Federated Learning on Non-IID Features via Local Batch Normalization.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:40.243852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7f6536e1-9203-414e-99c5-a2c8df07bdf0 · outbound

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

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift DINOv2: Learning Robust Visual Features without Supervision

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:40.496695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fb059379-9964-4eef-b5f4-09d4cb43becc · outbound

This paper cites an unresolved cited work.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Unresolved cited work

Reference 2024

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 714a0281-ab05-405a-a805-51a5aab00377 · outbound

This paper cites arXiv preprint arXiv:2501.17595.

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift arXiv preprint arXiv:2501.17595

Reference 2025

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Pith citing papers

No inbound Pith citation observations are available.