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Paper Citation Record · LEDGER

Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.14468.

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

pith.paper-citation-record.v1
2405.14468 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:47:00.091855Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:26:38.818686Z

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 2fee971d-efc5-4ff8-95c9-9a66d31d565c · inbound

Unpacking Softmax: How Temperature Drives Representation Collapse, Compression, and Generalization cites this paper.

Unpacking Softmax: How Temperature Drives Representation Collapse, Compression, and Generalization Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:47:00.091855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:47:00.091855Z digest=sha256:8aa7fffb7ecfdbd8220a21cbb3652a83c9b5623cf6156e6f9d7c4f557fb48da7

Observation 893740f3-d254-49b6-a8a0-c47f50364322 · inbound

The Implicit Bias of Depth: From Neural Collapse to Softmax Codes cites this paper.

The Implicit Bias of Depth: From Neural Collapse to Softmax Codes Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:26:38.822080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-25T05:26:15.556205Z digest=sha256:fad3766ca5c75e2dd7423c0b7fa047d1094b5f7050cd2d6d48096743f5250ccb