no code implementations • 24 Oct 2022 • Taero Kim, Sungjun Lim, Kyungwoo Song
Moreover, we propose a new algorithm, Adaptive Sharpness-aware Group Distributionally Robust Optimization (ASGDRO), to learn sufficient invariant features across domains or groups.
1 code implementation • ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2022 • Changdae Oh, Heeji Won, Junhyuk So, Taero Kim, Yewon Kim, Hosik Choi, Kyungwoo Song
We provide a new type of contrastive loss motivated by Gaussian and Student-t kernels for distributional contrastive learning with theoretical analysis.