Pith. sign in

Paper Citation Record · LEDGER

On the Stability of the Jacobian Matrix in Deep Neural Networks

As of 20 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 3 inbound Pith citation observations for arXiv:2506.08764.

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

pith.paper-citation-record.v1
2506.08764 v3

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:20.824254Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-04T01:11:42.073993Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T01:19:20.335405Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4af56b97-2e9c-499f-8943-95f49c0cb3d7 · outbound

This paper cites On spectral outliers of inhomogeneous symmetric random matrices.

On the Stability of the Jacobian Matrix in Deep Neural Networks On spectral outliers of inhomogeneous symmetric random matrices

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:18:21.057363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:19.237734Z digest=sha256:353dd71ce0e80617e0be7bf9787d402d36c13fc49d03cdae1cff4455c357e37f

Observation 07e3121f-ed1b-42cc-ba76-bbb287b8f68b · outbound

This paper cites Measuring the Intrinsic Dimension of Objective Landscapes.

On the Stability of the Jacobian Matrix in Deep Neural Networks Measuring the Intrinsic Dimension of Objective Landscapes

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:19.896320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:19.896320Z digest=sha256:663d05a27778b182d563c6aed0b16950a466716b42fb6766a4e259e60058b703

Observation bfd35b00-d22f-442a-a6b9-b8119e254891 · outbound

This paper cites All you need is a good init.

On the Stability of the Jacobian Matrix in Deep Neural Networks All you need is a good init

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:20.055035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:20.055035Z digest=sha256:5f3ad3535bb6ef136dc48b0838743cd295922d4ab7928250b4738819127c3784

Observation 85d40705-a005-4746-ac8e-fdbfbe8bb160 · outbound

This paper cites Pennington, S.

On the Stability of the Jacobian Matrix in Deep Neural Networks Pennington, S

Reference 110

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:18:21.747381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:20.307574Z digest=sha256:de71c568d6c3733b231293c49cd6bf23090e20b31fdfe833323482a017f0b00a

Observation 59159679-eeee-4227-a5e6-eef9eb37ae43 · outbound

This paper cites Elementary inequalities for Mills’ ratio.

On the Stability of the Jacobian Matrix in Deep Neural Networks Elementary inequalities for Mills’ ratio

Reference 1995

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:18:21.905632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:20.207957Z digest=sha256:ccc2511921a34adc39c0cc9e04f7820a1e5957b40ae69c505bd9c17f91ceece7

Observation aa3833bf-7fcf-44b6-bd98-90b79a8a9561 · outbound

This paper cites an unresolved cited work.

On the Stability of the Jacobian Matrix in Deep Neural Networks Unresolved cited work

Reference 2011

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:21.529581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:20.596876Z digest=sha256:ced2a4d3a6c1a50e3285bdf0c195c608ecceb524b5d1e3a624031c3f742ac9c3

Observation 89182360-af73-4590-987d-c56808dfab30 · outbound

This paper cites Brailovskaya and R.

On the Stability of the Jacobian Matrix in Deep Neural Networks Brailovskaya and R

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:18:22.594796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:19.339671Z digest=sha256:45ea1d60b894cf16b06ceb71874d4eae8604b517e9507c88b5f8b610b77d6cf7

Observation 9c6f984c-8e36-41a5-b552-3ee51e790823 · outbound

This paper cites an unresolved cited work.

On the Stability of the Jacobian Matrix in Deep Neural Networks Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:21.297806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:20.724964Z digest=sha256:a41736c4de7899c8dfc79b35b30ec660fbd01e9eb20e7332e4f36e611680275f

Observation 6d4e829b-39cb-4a4c-9019-36e1c79d3e98 · outbound

This paper cites Exact solutions to the nonlinear dynamics of learning in deep linear neural networks.

On the Stability of the Jacobian Matrix in Deep Neural Networks Exact solutions to the nonlinear dynamics of learning in deep linear neural networks

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:20.455650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:20.455650Z digest=sha256:adcfab90480d2df2771552da1501232d44c76b37e61739e81d31e04e83565ab3

Observation 9e012a80-9395-47d9-a031-3d75ea8ccd43 · outbound

This paper cites LeCun, Y.

On the Stability of the Jacobian Matrix in Deep Neural Networks LeCun, Y

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:18:22.075096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:19.753109Z digest=sha256:e490e4f941dfc5142e5d6cf7d9be723f11d1245865095eb99728c90d0876220d

Observation dd39dac2-b5be-4486-80d9-dbd4f0469b40 · outbound

This paper cites an unresolved cited work.

On the Stability of the Jacobian Matrix in Deep Neural Networks Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:18:22.315644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:18:19.501107Z digest=sha256:5efd93e59307d9747683e38134c4d31924c2f64bcc3af77897361666adea3d2a

Observation 4dfb54e9-3d68-49a6-90be-c86fb8172e14 · outbound

This paper cites Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes.

On the Stability of the Jacobian Matrix in Deep Neural Networks Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:20.824254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:20.824254Z digest=sha256:29f68e1d980bf2e183371f1f1dce5759c2735d5af34fa3378ea8144de28962e1

Observation 58702b47-c3ab-4668-b910-93f8bc872581 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

On the Stability of the Jacobian Matrix in Deep Neural Networks Adam: A Method for Stochastic Optimization

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T05:18:19.647546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:19.647546Z digest=sha256:4885ab8d492f1433c2a17994ae1c450c27dd59253f6b2e06d3fad25c46a7a4e5

Pith citing papers

Observation 1f50e07d-5b69-44e4-a45b-8a442468f7ee · inbound

Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap cites this paper.

Geometric Asymmetry in MoE Specialization: Functional Decorrelation and Representational Overlap On the Stability of the Jacobian Matrix in Deep Neural Networks

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-19T17:10:43.390603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-20T23:45:19.279268Z digest=sha256:b2acd47ebb713a6980eb80c931054126e9bc4ae0612bbe138ef6fcdc683be468

Observation c1a056dc-6fe0-4081-a84c-d6a0bd88f822 · inbound

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction On the Stability of the Jacobian Matrix in Deep Neural Networks

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-06-19T17:10:43.390603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T13:36:44.071188Z digest=sha256:93027626f6e0db45a0f537d2e3034e68cd63c3c648e0fbea967b834545189331

Observation 4843378e-a512-4f2c-b6fd-853c1e06426a · inbound

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction cites this paper.

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction On the Stability of the Jacobian Matrix in Deep Neural Networks

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-07-04T01:19:20.337313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-04T01:11:42.073993Z digest=sha256:2185dee54780afbae91a6e1553ed2133c191cd84ff797b91043cdda8385be069