Hosan Jeong

Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity

While deep neural networks show great performance on fitting to the training distribution, improving the networks' generalization performance to the test distribution and robustness to the sensitivity to input perturbations still remain as a challenge. Although a number of mixup based augmentation s…