Paper Citation Record · LEDGER

Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2410.07799.

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

pith.paper-citation-record.v1
2410.07799 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:21:38.221472Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 03341e0c-7b97-43e3-aef5-43a475fe8e1e · inbound

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse cites this paper.

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-07T15:11:01.736227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aedfef0a-1366-4a80-906f-443b91e231a3 · inbound

Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation cites this paper.

Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:44:32.189639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1aaa0fd-5851-4acf-a792-ce363c0723a9 · inbound

When Does Sparsity Mitigate the Curse of Depth in LLMs cites this paper.

When Does Sparsity Mitigate the Curse of Depth in LLMs Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T20:29:33.439034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59607b63-d78e-45b2-9c8a-6ca10f719654 · inbound

Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers cites this paper.

Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:11:20.154167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 99ea28d5-c18f-4782-b15a-091d96b43a69 · inbound

Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention cites this paper.

Sink vs. diagonal patterns as mechanisms for attention switch and oversmoothing prevention Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:16:15.888524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fa21f632-658a-4c88-acb3-d9a2421fc6ff · inbound

Analogies between Transformer Layers and Power Method cites this paper.

Analogies between Transformer Layers and Power Method Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:04:01.157443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7d9d5188-287f-4333-be0d-0d97df1de6c7 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:46.654343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1bedab8a-a52a-4f91-903b-f8c7a9e362ce · inbound

Transient Reserves, Sink Dampers, and the Failure of Eigenvalue Reasoning in the Attention Propagator cites this paper.

Transient Reserves, Sink Dampers, and the Failure of Eigenvalue Reasoning in the Attention Propagator Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T04:11:56.715045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759778e7-556f-4182-819b-0d56f17c294a · inbound

Wiener Representation Filtering for VLM Hallucination Suppression cites this paper.

Wiener Representation Filtering for VLM Hallucination Suppression Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T00:28:32.304390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8de9725-313a-45c7-9faf-a6f4ebdb24a9 · inbound

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure cites this paper.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:13.872502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e27a27d6-512f-446c-8d5d-99103f9a673c · inbound

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure cites this paper.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:21:38.221472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.