Paper Citation Record · LEDGER

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion

As of 18 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2601.21670.

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

pith.paper-citation-record.v1
2601.21670 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:58:38.853478Z

measured 16 of 16 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T14:02:06.298479Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a085c6dc-28aa-49f3-b05f-2e58371111a8 · outbound

This paper cites Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.682986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cae1777-5570-4e96-9d5c-f05badabe066 · outbound

This paper cites Learning Multimodal VAEs through Mutual Supervision.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Learning Multimodal VAEs through Mutual Supervision

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.819112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a01925c-102c-4fb4-a9b7-7490571a7deb · outbound

This paper cites Generalized Multimodal ELBO.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Generalized Multimodal ELBO

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.101867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6252388-9736-4868-a153-3e07fcf926a2 · outbound

This paper cites COMPASS: Complete Multimodal Fusion via Proxy Tokens and Shared Spaces for Ubiquitous Sensing.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion COMPASS: Complete Multimodal Fusion via Proxy Tokens and Shared Spaces for Ubiquitous Sensing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.231602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbc57f3-1f57-4115-8d11-d5aabfb72a6f · outbound

This paper cites MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.356832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ae41b7-c781-43bf-ac94-013d935ecfd5 · outbound

This paper cites Explaining and mitigating the modality gap in contrastive multimodal learning.arXiv preprint arXiv:2412.07909,.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Explaining and mitigating the modality gap in contrastive multimodal learning.arXiv preprint arXiv:2412.07909,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.463329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702dcc3e-e9d6-4e90-8028-cb131d5264c8 · outbound

This paper cites Decipher the modality gap in multimodal contrastive learning: From convergent representations to pairwise alignment.arXiv preprint arXiv:2510.03268,.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Decipher the modality gap in multimodal contrastive learning: From convergent representations to pairwise alignment.arXiv preprint arXiv:2510.03268,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.572988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05077bf9-1511-4eaa-a830-9a18ba790a9b · outbound

This paper cites Towards uniformity and alignment for multimodal representation learning.arXiv preprint arXiv:2602.09507,.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Towards uniformity and alignment for multimodal representation learning.arXiv preprint arXiv:2602.09507,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.707350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites A Closer Look at Multimodal Representation Collapse.

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 a9109913-cdd1-41a9-8528-f8032254ceb0 · outbound

This paper cites It contains approximately 19k 10-second video clips, with 15k samples for training, 1.9k for validation, and 1.9k for testing.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion It contains approximately 19k 10-second video clips, with 15k samples for training, 1.9k for validation, and 1.9k for testing

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:38.853478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b68233-3236-41ac-bd2e-e02a42330d95 · outbound

This paper cites VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.145789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293e4728-2795-490b-b3b5-4e631962080f · outbound

This paper cites See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.945391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc53299-3099-482a-913c-cc3313405d02 · outbound

This paper cites Mitigating modality imbalance in multi-modal learning via multi-objective optimization.arXiv preprint arXiv:2511.06686,.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion Mitigating modality imbalance in multi-modal learning via multi-objective optimization.arXiv preprint arXiv:2511.06686,

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.536589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f1ac53-e35f-4a27-84fc-5b64253f267f · outbound

This paper cites What to align in multimodal contrastive learning?.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion What to align in multimodal contrastive learning?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.459531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070a1217-012b-4fab-a74c-97ac6420889d · outbound

This paper cites X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing.

Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T06:58:37.330196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 131d21a1-7ab8-4154-b833-c0a06dac269a · inbound

COMPASS: Complete Multimodal Fusion via Proxy Tokens and Shared Spaces for Ubiquitous Sensing cites this paper.

COMPASS: Complete Multimodal Fusion via Proxy Tokens and Shared Spaces for Ubiquitous Sensing Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T14:02:06.298479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.