Paper Citation Record · LEDGER

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.05531.

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

pith.paper-citation-record.v1
2607.05531 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T06:15:32.320107Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9827bad-1ae6-4378-ac76-fdde8eba382e · outbound

This paper cites Generating Sentences from a Continuous Space.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Generating Sentences from a Continuous Space

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a9bfd6-ea17-4e4b-93b3-5bd576cfcab5 · outbound

This paper cites Importance Weighted Autoencoders.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Importance Weighted Autoencoders

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3c509d8-19fe-4824-8e5e-b943501cc63a · outbound

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

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Understanding disentangling in $\beta$-VAE

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b3aa25-3ddb-4c64-bfd1-b48648052dda · outbound

This paper cites Variational Lossy Autoencoder.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Variational Lossy Autoencoder

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76e8b428-c7fc-4202-b737-ffea07e40a5b · outbound

This paper cites Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba7ed6e-8dbd-42c2-8fc5-96cb9d937b74 · outbound

This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a010c29-7acc-46fe-9cd7-b6e98d0c0ad6 · outbound

This paper cites PixelVAE: A Latent Variable Model for Natural Images.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse PixelVAE: A Latent Variable Model for Natural Images

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d03f89-f6e7-4016-8ebc-b242ec51e91f · outbound

This paper cites Lagging Inference Networks and Posterior Collapse in Variational Autoencoders.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59a3b12a-9507-4d7d-ace4-d03cbf89127d · outbound

This paper cites Learning dynamics in linear vae: Posterior collapse threshold, su- perfluous latent space pitfalls, and speedup with kl annealing.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Learning dynamics in linear vae: Posterior collapse threshold, su- perfluous latent space pitfalls, and speedup with kl annealing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da22d47b-5685-4978-96f5-861368da7c9e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Adam: A Method for Stochastic Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d69be4-6fcd-4616-a939-5e526dec0893 · outbound

This paper cites Auto-Encoding Variational Bayes.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Auto-Encoding Variational Bayes

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8191ac9b-6016-4944-a496-e9f4d2c62013 · outbound

This paper cites Adversarial Autoencoders.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Adversarial Autoencoders

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3749f74-1b81-451d-ae6a-6c9a2b21222e · outbound

This paper cites Expectation Propagation for approximate Bayesian inference.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Expectation Propagation for approximate Bayesian inference

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f054e1a7-66d1-43b1-a537-81418cf97410 · outbound

This paper cites Preventing Posterior Collapse with delta-VAEs.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Preventing Posterior Collapse with delta-VAEs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e16a258-86fe-426f-98f2-8df66f97a129 · outbound

This paper cites Distribution Matching in Variational Inference.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Distribution Matching in Variational Inference

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e4db28-f00d-40f0-8780-a5972da4cbc7 · outbound

This paper cites The information bottleneck method.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse The information bottleneck method

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b1dcf4b-dd2a-45c1-a886-4eddd7868495 · outbound

This paper cites Wasserstein Auto-Encoders.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Wasserstein Auto-Encoders

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc9ae0b-97b2-4dd7-952e-b8b342fb8729 · outbound

This paper cites an unresolved cited work.

$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T06:15:32.320107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.