Increasing Model Generalizability for Unsupervised Domain Adaptation

29 September 2022

Papers citing "Increasing Model Generalizability for Unsupervised Domain Adaptation"

14 / 14 papers shown

Title
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Zhekai Du Jingjing Li Hongzu Su Lei Zhu Ke Lu 34 157 0 08 Jun 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation Ning Xiao Lei Zhang 30 143 0 22 Mar 2021
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 39 167 0 07 Jul 2020
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 44 446 0 04 Dec 2019
Attending to Discriminative Certainty for Domain Adaptation V. Kurmi Shanu Kumar Vinay P. Namboodiri OOD 50 108 0 08 Jun 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 81 342 0 25 Apr 2019
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 55 409 0 21 Nov 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 132 2,992 0 08 Nov 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 86 783 0 28 Sep 2017
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton SyDa GAN 60 677 0 22 May 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 247 4,646 0 17 Feb 2017
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 86 3,123 0 06 Jul 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 357 9,418 0 28 May 2015
Frustratingly Easy Domain Adaptation Hal Daumé 106 1,796 0 10 Jul 2009