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"

23 / 923 papers shown

Title
Artistic Object Recognition by Unsupervised Style Adaptation Christopher Thomas Adriana Kovashka 58 20 0 28 Dec 2018
Multi-component Image Translation for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 116 71 0 21 Dec 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 103 251 0 12 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 149 1,812 0 04 Dec 2018
Weakly Supervised Object Detection in Artworks Nicolas Gonthier Y. Gousseau Saïd Ladjal Olivier Bonfait ObjD 62 70 0 05 Oct 2018
Domain Generalization with Domain-Specific Aggregation Modules A. DÍnnocente Barbara Caputo OOD 74 140 0 28 Sep 2018
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 76 105 0 04 Sep 2018
Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci P. Russo Tatiana Tommasi Barbara Caputo OOD 110 14 0 03 Aug 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors Atsutoshi Kumagai Tomoharu Iwata VLM 78 13 0 09 Jul 2018
Domain2Vec: Deep Domain Generalization A. Deshmukh Ankit Bansal Akash Rastogi ViT OOD 53 5 0 09 Jul 2018
Kitting in the Wild through Online Domain Adaptation Massimiliano Mancini H. Karaoğuz Elisa Ricci Patric Jensfelt Barbara Caputo 74 56 0 03 Jul 2018
Best sources forward: domain generalization through source-specific nets Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci TTA OOD 69 160 0 15 Jun 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 126 787 0 30 May 2018
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 214 155 0 03 May 2018
Improving Confidence Estimates for Unfamiliar Examples Zhizhong Li Derek Hoiem 89 10 0 09 Apr 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 122 1,307 0 08 Mar 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 122 2,023 0 10 Feb 2018
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Yuhua Chen Wen Li Luc Van Gool 92 295 0 30 Nov 2017
Domain Generalization by Marginal Transfer Learning Gilles Blanchard A. Deshmukh Ürün Dogan Gyemin Lee Clayton Scott OOD 102 286 0 21 Nov 2017
Learning to Generalize: Meta-Learning for Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 108 1,434 0 10 Oct 2017
Causally Regularized Learning with Agnostic Data Selection Bias Zheyan Shen Peng Cui Kun Kuang Yangqiu Song Peixuan Chen OOD 85 94 0 22 Aug 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 128 87 0 06 Jul 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 83 46 0 11 May 2017