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Paper Citation Record · LEDGER

Separation and Concentration in Deep Networks

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2012.10424.

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

pith.paper-citation-record.v1
2012.10424 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:22:23.581408Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:25:41.203113Z

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 dd9682e4-520b-40f0-9078-aba3a4d99883 · inbound

Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse cites this paper.

Enhancing Pre-Trained Model-Based Class-Incremental Learning through Neural Collapse Separation and Concentration in Deep Networks

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T10:22:23.581408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:22:23.581408Z digest=sha256:c4ee73e2f6eabde00061a3a1d736e1cb3afa28e0c4f2c72334ec1c14ca6421ad

Observation 4f74a89e-1fa7-49a7-a8bc-f64cd0a0d515 · inbound

Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment cites this paper.

Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment Separation and Concentration in Deep Networks

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T09:47:25.419642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:47:25.419642Z digest=sha256:3f5a7ddfcc364fab56eae57958eb8c15380c7e21ee05e40388444d2250af6932

Observation f9456d3c-031e-45f7-a317-26a4ca8bd030 · inbound

Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization cites this paper.

Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization Separation and Concentration in Deep Networks

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-01T09:25:41.205071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-01T06:36:48.524846Z digest=sha256:c704c3df7bebcca43071346eda3c4a1a61acaf20aa6bbff0fad17e8da1bcfe4d