Thomas Mensink

Infinite Class Mixup

2023 · UvA-DARE (University of Amsterdam)

Mixup is a widely adopted strategy for training deep networks, where additional samples are augmented by interpolating inputs and labels of training pairs. Mixup has shown to improve classification performance, network calibration, and out-of-distribution generalisation. …