Deeper, Broader and Artier Domain Generalization

9 October 2017

Da Li

Yongxin Yang

Yi-Zhe Song

Timothy M. Hospedales

OOD

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Papers citing "Deeper, Broader and Artier Domain Generalization"

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Title
Learning to Learn Single Domain Generalization Fengchun Qiao Long Zhao Xi Peng OOD 132 443 0 30 Mar 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Vihari Piratla Praneeth Netrapalli Sunita Sarawagi OOD 76 219 0 28 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 227 284 0 16 Mar 2020
Explainable Deep Classification Models for Domain Generalization Andrea Zunino Sarah Adel Bargal Riccardo Volpi M. Sameki Jianming Zhang Stan Sclaroff Vittorio Murino Kate Saenko FAtt 70 40 0 13 Mar 2020
Learning Unbiased Representations via Mutual Information Backpropagation R. Ragonesi Riccardo Volpi Jacopo Cavazza Vittorio Murino FaML SSL 51 30 0 13 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 306 413 0 12 Mar 2020
Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation Dongliang Chang Aneeshan Sain Zhanyu Ma Yi-Zhe Song Jun Guo 23 5 0 08 Mar 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 336 944 0 02 Mar 2020
Unshuffling Data for Improved Generalization Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD 77 78 0 27 Feb 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 132 150 0 26 Feb 2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Sicheng Zhao Yue Liu Colorado Reed Pengfei Xu Kurt Keutzer 86 106 0 26 Feb 2020
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization Vikas Garg Adam Kalai Katrina Ligett Zhiwei Steven Wu OOD 46 23 0 13 Feb 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang Ming-Hsuan Yang 92 395 0 23 Jan 2020
Deep Learning for Free-Hand Sketch: A Survey Peng Xu Timothy M. Hospedales Qiyue Yin Yi-Zhe Song Tao Xiang Liang Wang 3DV 126 120 0 08 Jan 2020
Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing Suman Saha Wenhao Xu Menelaos Kanakis Stamatios Georgoulis Yuhua Chen D. Paudel Luc Van Gool CVBM 54 39 0 15 Dec 2019
Angular Visual Hardness Beidi Chen Weiyang Liu Zhiding Yu Jan Kautz Anshumali Shrivastava Animesh Garg Anima Anandkumar AAML 137 52 0 04 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 88 169 0 29 Nov 2019
Correlation-aware Adversarial Domain Adaptation and Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 163 146 0 29 Nov 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 125 13 0 19 Nov 2019
Domain Generalization Using a Mixture of Multiple Latent Domains Toshihiko Matsuura Tatsuya Harada OOD 81 327 0 18 Nov 2019
Generalizing to unseen domains via distribution matching Isabela Albuquerque João Monteiro Mohammad Javad Darvishi Bayazi T. Falk Ioannis Mitliagkas OOD 109 157 0 03 Nov 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 113 703 0 29 Oct 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 97 62 0 25 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019
Improve Model Generalization and Robustness to Dataset Bias with Bias-regularized Learning and Domain-guided Augmentation Yundong Zhang Hang Wu Huiye Liu L. Tong May D. Wang OOD 32 10 0 12 Oct 2019
Learning to Generalize One Sample at a Time with Self-Supervision A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL OOD 46 4 0 09 Oct 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 95 96 0 29 Sep 2019
Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation Behnam Gholami Pritish Sahu Minyoung Kim Vladimir Pavlovic TTA 75 10 0 26 Sep 2019
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training Yuqi Cui Yifan Xu Dongrui Wu 64 63 0 25 Sep 2019
Meta-Neighborhoods Siyuan Shan Yang Li Junier Oliva 142 15 0 18 Sep 2019
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization Nader Asadi Amir M. Sarfi M. Hosseinzadeh Zahra Karimpour M. Eftekhari OOD SSL 65 25 0 18 Sep 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data Xiangyu Yue Yang Zhang Sicheng Zhao Alberto L. Sangiovanni-Vincentelli Kurt Keutzer Boqing Gong OOD 88 388 0 02 Sep 2019
Artistic Domain Generalisation Methods are Limited by their Deep Representations Padraig Boulton Peter Hall OOD 23 2 0 29 Jul 2019
Domain Generalization via Multidomain Discriminant Analysis Shoubo Hu Kun Zhang Zhitang Chen L. Chan OOD AI4CE 77 110 0 25 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 86 134 0 25 Jul 2019
Learning to Optimize Domain Specific Normalization for Domain Generalization Seonguk Seo Yumin Suh Dongwan Kim Geeho Kim Jongwoo Han Bohyung Han AI4CE 102 249 0 09 Jul 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric Xing Zachary Chase Lipton OOD 127 969 0 29 May 2019
A Generalization Error Bound for Multi-class Domain Generalization A. Deshmukh Yunwen Lei Srinagesh Sharma Ürün Dogan J. Cutler Clayton Scott 103 38 0 24 May 2019
Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization K. Akuzawa Yusuke Iwasawa Y. Matsuo OOD 80 78 0 29 Apr 2019
A Strong Baseline for Domain Adaptation and Generalization in Medical Imaging L. Yao Jordan Prosky Ben Covington Kevin Lyman OOD LM&MA MedIm AI4CE 61 39 0 02 Apr 2019
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets Riccardo Volpi Vittorio Murino 80 29 0 28 Mar 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 116 132 0 22 Mar 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 70 72 0 17 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 99 815 0 16 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 133 191 0 12 Mar 2019
Learning Robust Representations by Projecting Superficial Statistics Out Haohan Wang Zexue He Zachary Chase Lipton Eric Xing OOD 73 238 0 02 Mar 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 67 223 0 20 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 80 0 0 13 Feb 2019
Episodic Training for Domain Generalization Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales OOD 144 450 0 31 Jan 2019
Feature-Critic Networks for Heterogeneous Domain Generalization Yiying Li Yongxin Yang Wei Zhou Timothy M. Hospedales OOD 103 255 0 31 Jan 2019