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Paper Citation Record · LEDGER

On the geometry of generalization and memorization in deep neural networks

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2105.14602.

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

pith.paper-citation-record.v1
2105.14602 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:45:54.881462Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T14:24:45.253594Z

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 b3307f6e-6d51-4c76-b610-8ef0b223f49d · inbound

Improved Localized Machine Unlearning Through the Lens of Memorization cites this paper.

Improved Localized Machine Unlearning Through the Lens of Memorization On the geometry of generalization and memorization in deep neural networks

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-11T23:31:33.315106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:31:33.315106Z digest=sha256:3155687c3c48f2c5aee896742ca328291ee88524e0a7471f7cb6d1d052993d6d

Observation deba79b1-3bff-42df-949e-249409d78b80 · inbound

The Pitfalls of Memorization: When Memorization Hurts Generalization cites this paper.

The Pitfalls of Memorization: When Memorization Hurts Generalization On the geometry of generalization and memorization in deep neural networks

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T18:45:41.321190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T18:45:41.321190Z digest=sha256:e1185bfe5c61f853b4788f508571e34b192b22d084579b5bc1c5aed30d54aef6

Observation 1e71a438-b545-48fd-8569-283aa66d6b3d · inbound

The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models cites this paper.

The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models On the geometry of generalization and memorization in deep neural networks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T11:11:42.744531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:42.744531Z digest=sha256:9a99a7e549056b7effcca2751e1b27a4b88a11114d386383f75282fbd485a569

Observation ea369552-61ff-4925-910f-0c909b3f74cd · inbound

Phase Transitions between Accuracy Regimes in L2 regularized Deep Neural Networks cites this paper.

Phase Transitions between Accuracy Regimes in L2 regularized Deep Neural Networks On the geometry of generalization and memorization in deep neural networks

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T22:45:54.881462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:45:54.881462Z digest=sha256:d618c54f967abe3f6cce6a19e22411c67844a26774dfffc926f9760557ab7933

Observation 6a230b58-469c-43e5-b6d6-e4be751de2be · inbound

Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks cites this paper.

Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks On the geometry of generalization and memorization in deep neural networks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T20:03:38.637216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:03:38.637216Z digest=sha256:d190ec0cb6f6000a9907e6134ca94a919d46f698329525b0df94a90dd3a48beb

Observation 255ef25c-80e4-4cbb-a0d4-5a4a8dcec433 · inbound

Emergent Manifold Separability during Reasoning in Large Language Models cites this paper.

Emergent Manifold Separability during Reasoning in Large Language Models On the geometry of generalization and memorization in deep neural networks

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-15T20:16:35.053136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T20:12:05.809065Z digest=sha256:9c501af4696b7c6797e2b4d266b4360e1a2467b337ccc62f9f73a7d3dd167d09

Observation dc0731fd-1e76-4abb-a959-8da54eb9bf80 · inbound

Batch Normalization Amplifies Memorization and Privacy Risks cites this paper.

Batch Normalization Amplifies Memorization and Privacy Risks On the geometry of generalization and memorization in deep neural networks

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-06-30T14:24:45.255251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T14:16:36.855362Z digest=sha256:ece0d0f724cec5a7b3c89d55a2d8a794bf1611aa9b4711ec18555967be29345f