16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 16 cited
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity
Jang-Hyun Kim, Wonho Choo, Hosan Jeong +1
While deep neural networks show great performance on fitting to the training distribution, improving the networks' generalization performance to the test distribution and robustnes…
cs.LG2020
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup
Jang-Hyun Kim, Wonho Choo, Hyun Oh Song
While deep neural networks achieve great performance on fitting the training distribution, the learned networks are prone to overfitting and are susceptible to adversarial attacks.…