Out-of-Domain Robustness via Targeted Augmentations

Out-of-Domain Robustness via Targeted Augmentations

23 February 2023

Pang Wei Koh

Tatsunori Hashimoto

Papers citing "Out-of-Domain Robustness via Targeted Augmentations"

6 / 6 papers shown

Title
Sufficient Invariant Learning for Distribution Shift Taero Kim Sungjun Lim Kyungwoo Song OOD 11 2 0 24 Oct 2022
A Fine-Grained Analysis on Distribution Shift Olivia Wiles Sven Gowal Florian Stimberg Sylvestre-Alvise Rebuffi Ira Ktena Krishnamurthy Dvijotham A. Cemgil OOD 215 201 0 21 Oct 2021
Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis Qi Chen Changjian Shui M. Marchand 35 43 0 29 Sep 2021
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 204 402 0 12 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,316 0 28 May 2015
A short note on the tail bound of Wishart distribution Shenghuo Zhu 76 17 0 24 Dec 2012