Paper Citation Record · LEDGER

A Closer Look at Multimodal Representation Collapse

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 12 inbound Pith citation observations for arXiv:2505.22483.

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

pith.paper-citation-record.v1
2505.22483 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:51.882845Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:50.044926Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy5
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 0d5be2bb-b3bd-4377-8ad9-30c76fd83678 · outbound

This paper cites Lemma 3 (Entanglement by Feature Type).

A Closer Look at Multimodal Representation Collapse Lemma 3 (Entanglement by Feature Type)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.543784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation caa3dd76-4c8f-41a6-9ebc-5b7c31eee14c · outbound

This paper cites S., Gupte, A., and Poggio, T.

A Closer Look at Multimodal Representation Collapse S., Gupte, A., and Poggio, T

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:55.306240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d4c29de5-998f-49e9-971a-a8b9027e780f · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:53.813253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e2e5e1c2-6c41-4441-b415-1ef7bc5867fa · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:52.655697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dee2c066-75ee-4b8a-85c9-894a0d35e8cc · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:52.457305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ab3ffd3f-9ecf-4f53-ab20-c2336bd21e38 · outbound

This paper cites (2023) for avMNIST.

A Closer Look at Multimodal Representation Collapse (2023) for avMNIST

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:52.855142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6c003cfe-e42a-46a5-a6e2-ccc7baac175f · outbound

This paper cites This completes the proof of the lemma.

A Closer Look at Multimodal Representation Collapse This completes the proof of the lemma

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:54.371460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a90e405c-d880-4796-bd2c-95f0080b9f45 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:54.136663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 990a6cc7-930f-4406-af38-72254d8cb323 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:53.987423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0a3daa0-fcb8-4f17-919c-09fb9942fb30 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:52.729953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0a79466e-10d9-46e4-8d58-ad54edd0d80e · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:52.314096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 53ca6406-558d-4ec3-a2b4-427f7018f1d2 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:52.137762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fe1a6b83-5286-4e19-ae77-64516515988d · outbound

This paper cites Chaudhuri, A., Mancini, M., Chen, Y ., Akata, Z., and Dutta, A.

A Closer Look at Multimodal Representation Collapse Chaudhuri, A., Mancini, M., Chen, Y ., Akata, Z., and Dutta, A

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:50.391310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e713bf51-0be9-49f1-b134-f7293c977047 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 1998

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:53.328108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6c6890b-db6f-4ef9-b548-0490b1be17a4 · outbound

This paper cites Polysemanticity and Capacity in Neural Networks.

A Closer Look at Multimodal Representation Collapse Polysemanticity and Capacity in Neural Networks

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:50.629906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bfcdf9-df01-403b-bd09-65edd176cf41 · outbound

This paper cites Intuition behind the Dynamic Convergence Bound: Every modality consists of both noisy and predictive features.

A Closer Look at Multimodal Representation Collapse Intuition behind the Dynamic Convergence Bound: Every modality consists of both noisy and predictive features

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:53.677120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1ba5044-7c43-45fa-84c2-6e9974eba1cf · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:54.775731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80b31aa3-002f-44df-b281-2ecd6b10b94c · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:54.972442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4e940d0c-bf7d-4d9b-b00f-e7e8ef96ab51 · outbound

This paper cites Invariant Risk Minimization.

A Closer Look at Multimodal Representation Collapse Invariant Risk Minimization

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:50.170345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa131ee-a50f-40d0-ad43-455cec49b8f5 · outbound

This paper cites an unresolved cited work.

A Closer Look at Multimodal Representation Collapse Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:13:55.109353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc0bbe89-56f4-4a3d-8d7f-ff63305bbe55 · outbound

This paper cites What Causes Polysemanticity? An Alternative Origin Story of Mixed Selectivity from Incidental Causes.

A Closer Look at Multimodal Representation Collapse What Causes Polysemanticity? An Alternative Origin Story of Mixed Selectivity from Incidental Causes

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:50.562182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2dc0652a-6e17-45b8-9d81-383c469c4ed4 · inbound

Data Curation Matters: Model Collapse and Spurious Shift Performance Prediction from Training on Uncurated Text Embeddings cites this paper.

Data Curation Matters: Model Collapse and Spurious Shift Performance Prediction from Training on Uncurated Text Embeddings A Closer Look at Multimodal Representation Collapse

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:50.044926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5c3d6a4-af98-4cbe-b7b9-e8a8146f769a · inbound

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion cites this paper.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion A Closer Look at Multimodal Representation Collapse

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:02:42.650185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 537b7de1-56c3-4238-bd58-4a151424a863 · inbound

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion cites this paper.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion A Closer Look at Multimodal Representation Collapse

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.192212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e38ede-e45a-4bae-9e34-faf615a94352 · inbound

ModalImmune: Immunity Driven Unlearning via Self Destructive Training cites this paper.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training A Closer Look at Multimodal Representation Collapse

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.675786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1530136b-d4f5-437e-8ed3-4863b629df14 · inbound

Feature-level Interaction Explanations in Multimodal Transformers cites this paper.

Feature-level Interaction Explanations in Multimodal Transformers A Closer Look at Multimodal Representation Collapse

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T18:55:19.645940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b771e42-bb50-4ab8-b4d8-a36406eccbcc · inbound

Token-Efficient Multimodal Reasoning via Image Prompt Packaging cites this paper.

Token-Efficient Multimodal Reasoning via Image Prompt Packaging A Closer Look at Multimodal Representation Collapse

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T21:53:19.606809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ef28a39-8cef-403f-8dc6-63966312f9bd · inbound

MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment cites this paper.

MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment A Closer Look at Multimodal Representation Collapse

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:21:07.505984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8b6aac98-c10d-434f-926b-3bbbdd8d7a0c · inbound

StateXDiff: Cell State-Contextualized Multimodal Diffusion for Single-Cell Perturbation Prediction cites this paper.

StateXDiff: Cell State-Contextualized Multimodal Diffusion for Single-Cell Perturbation Prediction A Closer Look at Multimodal Representation Collapse

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:07:41.501815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1283b98a-6b28-4686-8bb9-97e9a0c30913 · inbound

LLM Features Can Hurt GNNs: Concatenation Interference on Homophilous Graph Benchmarks cites this paper.

LLM Features Can Hurt GNNs: Concatenation Interference on Homophilous Graph Benchmarks A Closer Look at Multimodal Representation Collapse

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T19:08:49.782997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f7d603b5-2def-4a9f-a8bf-9f4864c58317 · inbound

Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation cites this paper.

Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation A Closer Look at Multimodal Representation Collapse

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T02:52:21.616045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5eec3af-d386-4c60-befb-1c8aa95ed593 · inbound

Escaping the Procrustean Bed: Groupwise Orthogonal Connectors for Audio-Language Models cites this paper.

Escaping the Procrustean Bed: Groupwise Orthogonal Connectors for Audio-Language Models A Closer Look at Multimodal Representation Collapse

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-08T19:35:32.578272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 608dab61-2177-4e99-b3e4-f75d126bd896 · inbound

General Incomplete Multimodal Learning via Dynamic Quality Perception cites this paper.

General Incomplete Multimodal Learning via Dynamic Quality Perception A Closer Look at Multimodal Representation Collapse

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-09T22:46:35.963183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.