Generalizing to Unseen Domains via Adversarial Data Augmentation

Generalizing to Unseen Domains via Adversarial Data Augmentation

30 May 2018

Hongseok Namkoong

Vittorio Murino

Silvio Savarese

Papers citing "Generalizing to Unseen Domains via Adversarial Data Augmentation"

14 / 464 papers shown

Title
Fast and Robust Rank Aggregation against Model Misspecification Yuangang Pan Weijie Chen Gang Niu Ivor W. Tsang Masashi Sugiyama 9 3 0 29 May 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric P. Xing Zachary Chase Lipton OOD 11 924 0 29 May 2019
Image Alignment in Unseen Domains via Domain Deep Generalization Thanh-Dat Truong Khoa Luu C. Duong Ngan Le M. Tran OOD 9 2 0 28 May 2019
Domain Generalization via Universal Non-volume Preserving Models Thanh-Dat Truong C. Duong Khoa Luu Minh-Triet Tran Ngan Le OOD 11 0 0 28 May 2019
A Survey on Face Data Augmentation Xiang Wang Kai Wang Shiguo Lian CVBM 13 129 0 26 Apr 2019
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets Riccardo Volpi Vittorio Murino 31 29 0 28 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 24 806 0 16 Mar 2019
Episodic Training for Domain Generalization Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales OOD 31 444 0 31 Jan 2019
Feature-Critic Networks for Heterogeneous Domain Generalization Yiying Li Yongxin Yang Wei Zhou Timothy M. Hospedales OOD 14 253 0 31 Jan 2019
Theoretically Principled Trade-off between Robustness and Accuracy Hongyang R. Zhang Yaodong Yu Jiantao Jiao Eric P. Xing L. Ghaoui Michael I. Jordan 29 2,491 0 24 Jan 2019
Beyond Domain Adaptation: Unseen Domain Encapsulation via Universal Non-volume Preserving Models Thanh-Dat Truong C. Duong Khoa Luu M. Tran Minh Do OOD 8 5 0 09 Dec 2018
Efficient Augmentation via Data Subsampling Michael Kuchnik Virginia Smith 14 22 0 11 Oct 2018
Certifying Some Distributional Robustness with Principled Adversarial Training Aman Sinha Hongseok Namkoong Riccardo Volpi John C. Duchi OOD 29 853 0 29 Oct 2017
Semi-supervised Learning based on Distributionally Robust Optimization Jose H. Blanchet Yang Kang OOD 16 29 0 28 Feb 2017