Paper Citation Record · LEDGER

Adversarial Training for Free!

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:1904.12843.

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

pith.paper-citation-record.v1
1904.12843 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:56:10.681607Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:37:13.908669Z

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 7ff25e2c-9482-4a75-9e03-e79a294ca46d · inbound

Adversarial Examples Are Not Bugs, They Are Superposition cites this paper.

Adversarial Examples Are Not Bugs, They Are Superposition Adversarial Training for Free!

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T16:56:10.681607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a930cf8-bd98-4c44-aed8-a835ace596a6 · inbound

Does Order Matter : Connecting The Law of Robustness to Robust Generalization cites this paper.

Does Order Matter : Connecting The Law of Robustness to Robust Generalization Adversarial Training for Free!

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T21:15:40.830902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b45a1f-0a54-4197-bd56-a6c14d660c14 · inbound

Fast Adversarial Attacks with Gradient Prediction cites this paper.

Fast Adversarial Attacks with Gradient Prediction Adversarial Training for Free!

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:25:47.146456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7bcdf971-8d45-49fe-83f6-377295e47179 · inbound

SORA: Free Second-Order Attacks in Fast Adversarial Training cites this paper.

SORA: Free Second-Order Attacks in Fast Adversarial Training Adversarial Training for Free!

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:35.099438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a18e7f69-36b9-4b01-9bb5-4572e9229eae · inbound

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent cites this paper.

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent Adversarial Training for Free!

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:37:13.910192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.