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Paper Citation Record · LEDGER

One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2205.12141.

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

pith.paper-citation-record.v1
2205.12141 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 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:26:54.815536Z

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

4
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 45fec914-9f06-41ef-befd-357617b31337 · inbound

Nonlinear Transformations Against Unlearnable Datasets cites this paper.

Nonlinear Transformations Against Unlearnable Datasets One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-25T09:10:33.671588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-25T09:08:05.044020Z digest=sha256:034cd9b2cdb33eabb7bedaa572b2051f1b7669ccf13af2b13be918688b79c8f4

Observation fa44f295-c7ff-4a30-a689-12bb603a05db · inbound

How Far Are We from True Unlearnability? cites this paper.

How Far Are We from True Unlearnability? One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-04T21:26:54.815536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T21:26:54.815536Z digest=sha256:f3bd10a9e3f4035d945ddef4d6d6450fea117d51a07c253ee774679030b0fb76

Observation 05d70189-110b-4e42-85a6-bde705684646 · inbound

SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions cites this paper.

SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks

Reference 101

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:42:56.214384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T20:41:10.931383Z digest=sha256:92ddbeccd8b90cbd0038580cc99a01f1b56acbe6ed66d8f866fedde27b9f7724