Paper Citation Record · LEDGER

On the Limitations of Multimodal VAEs

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2110.04121.

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

pith.paper-citation-record.v1
2110.04121 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:09:10.988644Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T07:05:28.665377Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c10b2684-0520-47fe-acb0-212d1440baf6 · inbound

Weakly-Supervised Multimodal Learning on MIMIC-CXR cites this paper.

Weakly-Supervised Multimodal Learning on MIMIC-CXR On the Limitations of Multimodal VAEs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T19:46:10.813912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17fcd3c6-dd62-475d-9d1a-998578ad5230 · inbound

ShaLa: Multimodal Shared Latent Space Modelling cites this paper.

ShaLa: Multimodal Shared Latent Space Modelling On the Limitations of Multimodal VAEs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T17:09:10.988644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d587ce8-6aed-444a-979b-19fbe0d7e123 · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation On the Limitations of Multimodal VAEs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:18.715882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4e387222-c443-4eb2-a307-6e64a2c5b615 · inbound

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation cites this paper.

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation On the Limitations of Multimodal VAEs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:05:28.667871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.