Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

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Title
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies Alexander Sax Bradley Emi Amir Zamir Leonidas Guibas Silvio Savarese Jitendra Malik SSL 93 16 0 31 Dec 2018
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Xianghong Fang Haoli Bai Ziyi Guo Bin Shen Guosheng Lin Zenglin Xu OOD 45 41 0 30 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 102 132 0 24 Dec 2018
Multi-component Image Translation for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 135 71 0 21 Dec 2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 74 49 0 19 Dec 2018
Attentional Road Safety Networks Sonu Gupta Deepak Srivatsav A. V. Subramanyam Ponnurangam Kumaraguru 104 3 0 12 Dec 2018
Strong-Weak Distribution Alignment for Adaptive Object Detection Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko ObjD 94 619 0 12 Dec 2018
Beyond Domain Adaptation: Unseen Domain Encapsulation via Universal Non-volume Preserving Models Thanh-Dat Truong C. Duong Khoa Luu M. Tran Minh Do OOD 55 5 0 09 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 249 1,819 0 04 Dec 2018
Domain Alignment with Triplets Weijian Deng Liang Zheng Jianbin Jiao 64 9 0 03 Dec 2018
Towards Visual Feature Translation Jie Hu Rongrong Ji Hong Liu Shengchuan Zhang Cheng Deng Q. Tian DiffM 62 13 0 03 Dec 2018
Adversarial Domain Randomization Rawal Khirodkar Kris Kitani 49 5 0 03 Dec 2018
Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Mei Wang Weihong Deng Jiani Hu Xunqiang Tao Yaohai Huang 100 27 0 01 Dec 2018
Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption Yexun Zhang Ya Zhang Yanfeng Wang Qi Tian OOD GAN 78 16 0 30 Nov 2018
Similarity-preserving Image-image Domain Adaptation for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Yi Yang Jianbin Jiao GAN 47 16 0 26 Nov 2018
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 97 414 0 21 Nov 2018
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Ruijia Xu Guanbin Li Jihan Yang Liang Lin 91 17 0 19 Nov 2018
Coupling weak and strong supervision for classification of prostate cancer histopathology images Eirini Arvaniti M. Claassen 30 16 0 16 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 134 209 0 14 Nov 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 61 11 0 08 Nov 2018
Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach A. Lahiri Abhinav Agarwalla P. Biswas OOD GAN 25 5 0 18 Oct 2018
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Yang Zou Zhiding Yu B. Kumar Jinsong Wang OOD 96 64 0 18 Oct 2018
Domain Confusion with Self Ensembling for Unsupervised Adaptation Jiawei Wang Zhaoshui He Chengjian Feng Zhouping Zhu Q. Lin Jun Lv Shengli Xie 78 3 0 10 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 87 105 0 09 Oct 2018
Data-Driven Clustering via Parameterized Lloyd's Families Maria-Florina Balcan Travis Dick Colin White 45 36 0 19 Sep 2018
Improved Techniques for Adversarial Discriminative Domain Adaptation Aaron Chadha Y. Andreopoulos 70 49 0 10 Sep 2018
Multi-Source Domain Adaptation with Mixture of Experts Jiang Guo Darsh J. Shah Regina Barzilay 63 179 0 07 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 69 866 0 04 Sep 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 69 62 0 03 Sep 2018
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Chao Chen Zhihong Chen Boyuan Jiang Xinyu Jin OOD 88 236 0 28 Aug 2018
Partial Adversarial Domain Adaptation Zhangjie Cao Li-jie Ma Mingsheng Long Jianmin Wang 135 442 0 10 Aug 2018
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 142 2,599 0 06 Aug 2018
Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci P. Russo Tatiana Tommasi Barbara Caputo OOD 137 14 0 03 Aug 2018
Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Jia-Bin Huang M. Singh Ming-Hsuan Yang DRL 87 921 0 02 Aug 2018
Multimodal Deep Domain Adaptation S. Bucci Mohammad Reza Loghmani Barbara Caputo TTA 41 1 0 31 Jul 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 107 769 0 25 Jul 2018
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation Aysegül Dündar Ming-Yuan Liu Ting-Chun Wang John Zedlewski Jan Kautz OOD 71 74 0 24 Jul 2018
Deep Transfer Learning for Cross-domain Activity Recognition Jindong Wang V. Zheng Yiqiang Chen Meiyu Huang HAI 107 130 0 20 Jul 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors Atsutoshi Kumagai Tomoharu Iwata VLM 80 13 0 09 Jul 2018
M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning I. Laradji Reza Babanezhad 69 40 0 06 Jul 2018
Factorized Adversarial Networks for Unsupervised Domain Adaptation Jian Ren Jianchao Yang N. Xu D. Foran OOD 65 4 0 04 Jun 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 79 53 0 31 May 2018
Playing hard exploration games by watching YouTube Y. Aytar Tobias Pfaff David Budden T. Paine Ziyun Wang Nando de Freitas 111 271 0 29 May 2018
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 69 13 0 24 May 2018
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao Oren Katzir Peng-Tao Jiang Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li 74 35 0 21 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 128 61 0 01 May 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou Cheng Ouyang Cheng Chen Hao Chen Pheng-Ann Heng MedIm 100 298 0 29 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 102 509 0 27 Apr 2018
Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification Yu-Jhe Li Fu-En Yang Yen-Cheng Liu Yu-Ying Yeh Xiaofei Du Y. Wang OOD 70 115 0 25 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 84 23 0 24 Apr 2018