Pushing Boundaries: Mixup's Influence on Neural Collapse

no code implementations • 9 Feb 2024 • Quinn Fisher, Haoming Meng, Vardan Papyan

These findings are unexpected, as mixed-up features are not simple convex combinations of feature class means (as one might get, for example, by training mixup with the mean squared error loss).

Data Augmentation