Paper Citation Record · LEDGER

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?

As of 13 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2412.11938.

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

pith.paper-citation-record.v1
2412.11938 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:29:52.075010Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:35:00.823419Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-18T04:00:51.008310Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8f208b2-8bbd-4646-be52-67521bf84cfb · outbound

This paper cites Rotation-Agnostic Image Representation Learning for Digital Pathology.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Rotation-Agnostic Image Representation Learning for Digital Pathology

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.039989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a56349-269d-4795-a1f1-9a392214e231 · outbound

This paper cites doi: 10.1038/s41591-024-02857-3.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? doi: 10.1038/s41591-024-02857-3

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.043454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f11e51-ab2e-4924-9bed-93acb5acb758 · outbound

This paper cites Phikon-v2, A large and public feature extractor for biomarker prediction.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Phikon-v2, A large and public feature extractor for biomarker prediction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.051081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927f8a52-5433-4153-9a8d-142f4469cfbd · outbound

This paper cites The Platonic Representation Hypothesis.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? The Platonic Representation Hypothesis

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.055079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca1178be-327f-485d-92f0-b8a1d407a897 · outbound

This paper cites Similarity of Neural Network Models: A Survey of Functional and Representational Measures.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Similarity of Neural Network Models: A Survey of Functional and Representational Measures

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.059027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f652bb9-5b2a-44ec-b6b6-b9f589347806 · outbound

This paper cites doi: 10.1038/s41591-024-02856-4.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? doi: 10.1038/s41591-024-02856-4

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.062932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c7a2a28-d026-41cd-a881-8bea6841995d · outbound

This paper cites Hibou: A Family of Foundational Vision Transformers for Pathology.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Hibou: A Family of Foundational Vision Transformers for Pathology

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.066257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6ae4a4-2222-4898-a938-d71d4539d8a8 · outbound

This paper cites doi: 10.1038/s41591-024-03141-0.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? doi: 10.1038/s41591-024-03141-0

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.069671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ba43f0-2f90-4ad7-a8e3-a3156a30eb5a · outbound

This paper cites doi: 10.1038/s41586-024-07441-w.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? doi: 10.1038/s41586-024-07441-w

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.072475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79ff4a4-b841-43bd-b03f-5881b4be0e4d · outbound

This paper cites Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.075010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b989f01-dfdf-4e03-99dd-4e294ace5333 · outbound

This paper cites org/lookup/doi/10.1101/2023.07.21.23292757.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? org/lookup/doi/10.1101/2023.07.21.23292757

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.047177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b020acc5-ab95-4dc4-90a5-ffb96fbc3dbb · outbound

This paper cites Towards Large-Scale Training of Pathology Foundation Models.

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? Towards Large-Scale Training of Pathology Foundation Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:52.035841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1580cde7-070f-40d0-b757-4f85aeae03aa · inbound

Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology cites this paper.

Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:00.823419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f624ed9-6315-42a5-bc1a-35f8a0225d20 · inbound

Current Pathology Foundation Models are unrobust to Medical Center Differences cites this paper.

Current Pathology Foundation Models are unrobust to Medical Center Differences Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T00:58:22.815966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc30938-7906-40b0-a7e7-7f5745f251c7 · inbound

Beyond the Failures: Rethinking Foundation Models in Pathology cites this paper.

Beyond the Failures: Rethinking Foundation Models in Pathology Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:00:51.011023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.