Paper Citation Record · LEDGER

FMix: Enhancing Mixed Sample Data Augmentation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2002.12047.

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

pith.paper-citation-record.v1
2002.12047 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:11:09.846446Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:08.115075Z

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 12dfb4ee-d187-454d-b59b-500100a5c618 · inbound

PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning cites this paper.

PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning FMix: Enhancing Mixed Sample Data Augmentation

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-24T10:39:20.691301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cb67a1fd-f544-4c8a-9682-56fbe8581c66 · inbound

Nonlinear Transformations Against Unlearnable Datasets cites this paper.

Nonlinear Transformations Against Unlearnable Datasets FMix: Enhancing Mixed Sample Data Augmentation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-25T09:10:33.843861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e62bac5c-c7c6-44c5-bfcf-5746fa0d04f1 · inbound

MoEcho: Exploiting Side-Channel Attacks to Compromise User Privacy in Mixture-of-Experts LLMs cites this paper.

MoEcho: Exploiting Side-Channel Attacks to Compromise User Privacy in Mixture-of-Experts LLMs FMix: Enhancing Mixed Sample Data Augmentation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T18:11:09.846446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29dcc7b1-99c4-4b5a-8640-20889a928adc · inbound

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation cites this paper.

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation FMix: Enhancing Mixed Sample Data Augmentation

Reference 183

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:01:09.764138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a23a3fad-1c01-4bb1-8d5e-f7038dec4676 · inbound

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation cites this paper.

$S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation FMix: Enhancing Mixed Sample Data Augmentation

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:00:08.116766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8bf4778e-0492-44d9-b10f-1765cc1f507d · inbound

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition cites this paper.

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition FMix: Enhancing Mixed Sample Data Augmentation

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T15:48:34.963579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cb63e07f-5c09-4aa4-afc6-47c1ef370fbf · inbound

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition cites this paper.

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition FMix: Enhancing Mixed Sample Data Augmentation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T09:03:49.239556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38340986-f779-4b79-abaa-70a28541d308 · inbound

InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation cites this paper.

InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation FMix: Enhancing Mixed Sample Data Augmentation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T12:51:50.634758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.