Methods › Computer Vision › Image Data Augmentation › FMix

FMix

2 papers tagged archive 2025-07-28

Introduced by Ethan Harris et al. in FMix: Enhancing Mixed Sample Data Augmentation

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

A variant of CutMix which randomly samples masks from Fourier space.

Papers archive 2025-07-28

2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition
16 Mar 2022 · 0 repositories · arXiv:2203.08350
FMix: Enhancing Mixed Sample Data Augmentation
27 Feb 2020 · 5 repositories · arXiv:2002.12047

Syntology ran 8 of 8 samples · 0 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

4 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Data Augmentation	2
Acoustic Scene Classification	1
Image Classification	1
Scene Classification	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (2 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Image Data Augmentation

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