Pith. sign in

Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.026431Z digest=sha256:e5f7d3f4426f0db8b4c91fdc5f03c1da8f86976bad8a6e6505485eb1ea491f11

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:11:42.494285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.101995Z digest=sha256:4b31c74032b69e8c5fbb5feb5f2715960aad00c639724eb206237bc97cae1d23

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:11:42.377164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.391096Z digest=sha256:5d795d669d84c6634c7a8ab1d46cb7c112dcb7a1dbfe9524185f29b2250f625c

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:40.643322Z digest=sha256:b4d5be6fc644af2081a80c8e6e2b076a6499b63117c96edf368e64ab9e66a763

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

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:40.758560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:40.758560Z digest=sha256:5ebacb3fdaee11cc3f320db628faf36a686d188934e27c71f6ed480a456b9c77

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.843054Z digest=sha256:7ea63ad9f45e44d131842131bee927900dcbf4f219b0ad1a11c705bc22903373

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

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:41.029298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:41.029298Z digest=sha256:a79c6f569e6e50cb1501a263ca09e40d741d72cb2841ce6a89fc4c67ad9b3d06

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:41.113651Z digest=sha256:137256fe05cf283ccb66b692b74562ea41958f37ab49cc83972d71b38ab67122

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:41.221912Z digest=sha256:1072ff71b9b9492eec79930ddb5a0ef4040a32c749c0a8d2a209321930c32a5c

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
raw_fallback, observed 2026-08-06T18:11:42.935584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:39.881679Z digest=sha256:c8a5da0cf040f778d20063e3cdcc9d75c706c5c701670d0c338547670fdee251

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
raw_fallback, observed 2026-08-06T18:11:42.286397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.427668Z digest=sha256:894d54c884f114382a357bff9fd71bc5f947b338e4e99b3b5b8edf894d3da14b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:39.849190Z digest=sha256:1a8b8bb9289dc7e7a71dd65d00c66f0fb63a91dde58c4dee22622c8bbd27b661

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.585062Z digest=sha256:1ae24e5b5a61ff6df0fedf3088890e48da6a43c0cb35a45f6ff6a908c66c56c5

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.

source=pdf_text observed=2026-08-06T18:11:40.346527Z digest=sha256:94d823fb16a25f77f206e811f84d3f635e4edce68c17c7ca5261472fdab4e759

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

Resolution
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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:39.733227Z digest=sha256:43cff22d525097e59211ffe1fd28b11af4d007be9d40f9063daf49f6c3ac820c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.699343Z digest=sha256:fc233f7878687e3ba0d6db9cac253e79d442d5ed73f2632a044d7283b4d89050

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

Resolution
unresolved
no resolver link, observed 2026-08-06T18:11:40.981729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:40.981729Z digest=sha256:fec829323e1c85a4e32b0fa7d6d811544801f46081527fd1526dca1fb318f83c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:39.994087Z digest=sha256:ecd866a33a89ed61ce77bd7e85569f3e80160ef1bf9d568a27d52f656c284630

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:11:39.699786Z digest=sha256:f4c6c373eee638e4eb9f133a297d71eedd138aabe0c2d2dfe0b61f4c7a0caded

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.

source=pdf_text observed=2026-08-06T18:11:39.935794Z digest=sha256:bd00aedeefd13fae0c6ebdb883397a1f30c02d34a25009c5f1545ddc29d92642

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.

source=pdf_text observed=2026-08-06T18:11:40.243852Z digest=sha256:4e70035e421d91921367b10c46256b2044acd288703beebd2a787b749b374147

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.

source=pdf_text observed=2026-08-06T18:11:40.496695Z digest=sha256:6b70f4f7ed413d3d5001846bfb1a90ad57250ec72a8faa8630ce26f5d0f0b7c0

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
raw_fallback, observed 2026-08-06T18:12:24.578347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:39.793159Z digest=sha256:ffabf5ca82e31fc7115e72411504a7174ba4c87f88a752516e0543b325cd87cc

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
raw_fallback, observed 2026-08-06T18:11:41.580921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T18:11:40.159116Z digest=sha256:8d0995f6910269bbcdba2f39eb3154f1dc40cd77de800ec2c2219f2056c5a615

Pith citing papers

No inbound Pith citation observations are available.