Methods › Computer Vision › Adversarial Image Data Augmentation

Adversarial Image Data Augmentation

3 methods 8 papers tagged archive 2025-07-28

Adversarial Training methods use adversarial techniques to improve generalization (and the quality of representations learnt during training). Adversarial techniques are also sometimes used in the context of generative models with a generator and a discriminator. Below you can find a continuously updating list of adversarial training methods.

Methods

All 3 methods in this collection, most-tagged first. Year is the archive's introduced_year; the archive stores 2000 when it has none, shown here as “–”. Papers counts distinct papers the archive tags with the method. Click a heading to sort.

Adversarial Color Enhancement – 3
DiffAugment – 3
MaxUp – 2