Paper Citation Record · LEDGER

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2502.02279.

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

pith.paper-citation-record.v1
2502.02279 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:47:05.312986Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:58.018545Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:02:02.271174Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy7
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93373a63-2bff-4b20-9a7e-b8d4815ab0c2 · outbound

This paper cites However, the choice of the non-Gaussian prior is critical and might be too rigid, hurting the flexibility of the method.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement However, the choice of the non-Gaussian prior is critical and might be too rigid, hurting the flexibility of the method

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.460231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f230173d-297e-486e-aea9-d479402f067f · outbound

This paper cites It utilizes a group-wise independent prior called Lp-nested distribution to achieve the partial disentanglement.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement It utilizes a group-wise independent prior called Lp-nested distribution to achieve the partial disentanglement

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.441549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c5fe45f-7ecf-4c1a-b91a-0d1f22a23e0a · outbound

This paper cites This approach has been proven to be worse than β-V AE and FactorV AE.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement This approach has been proven to be worse than β-V AE and FactorV AE

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.432303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 452bf091-7211-443e-83d2-915d6a177296 · outbound

This paper cites This also gives us a hint that full disentanglement might be a strong and inappropriate assumption and could result in poor latent interpretation.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement This also gives us a hint that full disentanglement might be a strong and inappropriate assumption and could result in poor latent interpretation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.421904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16ef2cf8-3d5c-4f0c-b17a-6f33bb47ad24 · outbound

This paper cites an unresolved cited work.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:47:05.411579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d0a2c45-e6b8-47b0-bf56-0ad266486c33 · outbound

This paper cites The only difference between these two papers is their implementations of minimizing TC.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement The only difference between these two papers is their implementations of minimizing TC

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.450650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0aafe35e-3fb3-4fe5-a814-637281491590 · outbound

This paper cites group-wise independence.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement group-wise independence

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.393551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac253b05-9d7e-472a-9982-1cd84199782d · outbound

This paper cites an unresolved cited work.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:47:05.402689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19769787-0ec5-42ec-bffb-4646cbf161ad · outbound

This paper cites z1 z2 z3 p(z1, z2, z3) 0 0 1 0.25 0 1 0 0.25 1 0 0 0.25 1 1 1 0.25 A.3.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement z1 z2 z3 p(z1, z2, z3) 0 0 1 0.25 0 1 0 0.25 1 0 0 0.25 1 1 1 0.25 A.3

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:47:05.382823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 825a4479-0ef9-4c92-b894-aa7650d30565 · outbound

This paper cites Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN).

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.283601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd5709c-c135-4ba9-a0a8-0e98088c23a3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Adam: A Method for Stochastic Optimization

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.276881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70774610-5a7a-4b9a-9ccb-76b7158822b8 · outbound

This paper cites Understanding disentangling in $\beta$-VAE.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Understanding disentangling in $\beta$-VAE

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.269631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eca4349-f1b2-41d3-bd5c-f0d6864300bf · outbound

This paper cites Auto-Encoding Variational Bayes.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Auto-Encoding Variational Bayes

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.273613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b5b9fea-4d8f-4371-9dee-23bf037c6036 · outbound

This paper cites Deep Variational Information Bottleneck.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Deep Variational Information Bottleneck

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.265211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4a9ca4-d326-4e49-9284-90c67a23c962 · outbound

This paper cites Adversarial Autoencoders.

A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement Adversarial Autoencoders

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:05.280406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c0d2b970-fef8-4555-bdf7-a9104962bdb7 · inbound

BrainStratify: Coarse-to-Fine Disentanglement of Intracranial Neural Dynamics cites this paper.

BrainStratify: Coarse-to-Fine Disentanglement of Intracranial Neural Dynamics A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:02:02.323332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66967c40-5b48-4806-9d95-e53374cfdb38 · inbound

A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity cites this paper.

A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity A Revisit of Total Correlation in Disentangled Variational Auto-Encoder with Partial Disentanglement

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T21:47:40.813464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.