Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 253 354 0 23 Apr 2018
Parameter Transfer Unit for Deep Neural Networks Yinghua Zhang Yu Zhang Qiang Yang 61 22 0 23 Apr 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 112 530 0 18 Apr 2018
Cross-Domain Adversarial Auto-Encoder Haodi Hou Jing Huo Yang Gao OOD 39 5 0 17 Apr 2018
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning Hongyu Xu Jingjing Zheng A. Alavi Rama Chellappa OOD 46 7 0 12 Apr 2018
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation Jeroen Manders Twan van Laarhoven E. Marchiori 52 21 0 12 Apr 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 97 21 0 12 Apr 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation Jing Zhang Zewei Ding W. Li P. Ogunbona 106 423 0 25 Mar 2018
Domain Adaptation with Randomized Expectation Maximization Twan van Laarhoven E. Marchiori OOD 23 5 0 20 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 98 187 0 05 Mar 2018
Gotta Adapt Ém All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Luan Tran Kihyuk Sohn Xiang Yu Xiaoming Liu Manmohan Chandraker 58 4 0 28 Feb 2018
Discriminative Label Consistent Domain Adaptation Lingkun Luo Liming Chen Ying Lu Shiqiang Hu TTA 52 8 0 21 Feb 2018
Cost-Effective Training of Deep CNNs with Active Model Adaptation Sheng-Jun Huang Jia-Wei Zhao Zhao-Yang Liu 73 64 0 15 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 242 2,028 0 10 Feb 2018
Unsupervised Deep Domain Adaptation for Pedestrian Detection Lihang Liu Weiyao Lin Lisheng Wu Yong Yu M. Yang 55 24 0 09 Feb 2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning Tianhe Yu Chelsea Finn Annie Xie Sudeep Dasari Tianhao Zhang Pieter Abbeel Sergey Levine 102 361 0 05 Feb 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Guoliang Kang Liang Zheng Yan Yan Yi Yang OOD 131 122 0 30 Jan 2018
Discriminative and Geometry Aware Unsupervised Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu Ying Lu Xiaofang Wang OOD 100 56 0 28 Dec 2017
Domain Adaptation Meets Disentangled Representation Learning and Style Transfer Hoang Tran Vu Ching-Chun Huang OOD DRL 82 11 0 25 Dec 2017
A Berkeley View of Systems Challenges for AI Ion Stoica Basel Alomair Raluca A. Popa D. Patterson Michael W. Mahoney ... Joseph E. Gonzalez Ken Goldberg A. Ghodsi David Culler Pieter Abbeel 93 201 0 15 Dec 2017
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images Mahdi Rad Markus Oberweger Vincent Lepetit 3DH 68 132 0 11 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 112 1,798 0 07 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 50 6 0 06 Dec 2017
Adversarial Attribute-Image Person Re-identification Zhou Yin Weishi Zheng Ancong Wu Hong-Xing Yu Hai Wang Xiaowei Guo Feiyue Huang Jianhuang Lai GAN 40 2 0 05 Dec 2017
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 85 532 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 86 277 0 30 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 116 221 0 28 Nov 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 151 270 0 24 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 69 19 0 24 Nov 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 121 234 0 23 Nov 2017
Residual Parameter Transfer for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua OOD 65 56 0 21 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 49 0 0 20 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 194 903 0 19 Nov 2017
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Werner Zellinger Bernhard A. Moser Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 88 95 0 16 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 225 3,017 0 08 Nov 2017
Few-Shot Adversarial Domain Adaptation Saeid Motiian Q. Jones Seyed Mehdi Iranmanesh Gianfranco Doretto 122 414 0 05 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 99 286 0 05 Nov 2017
Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation Kuan Fang Yunfei Bai Stefan Hinterstoißer Silvio Savarese Mrinal Kalakrishnan OOD 78 117 0 17 Oct 2017
Tracking Persons-of-Interest via Unsupervised Representation Adaptation Shun Zhang Jia-Bin Huang Jongwoo Lim Yihong Gong Jinjun Wang Narendra Ahuja Ming-Hsuan Yang CVBM 84 31 0 05 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 165 794 0 28 Sep 2017
Domain Adaptation from Synthesis to Reality in Single-model Detector for Video Smoke Detection Gao Xu Yongming Zhang Qixing Zhang Gaohua Lin Jinjun Wang TTA 37 11 0 24 Sep 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 74 11 0 22 Sep 2017
Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model Pin-Jung Chen I-Hung Hsu Yi Yao Huang Hung-yi Lee 74 18 0 22 Sep 2017
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru Judy Hoffman Li Fei-Fei 107 157 0 07 Sep 2017
Dataset Augmentation with Synthetic Images Improves Semantic Segmentation M. Goyal Param S. Rajpura Hristo Bojinov R. Hegde 75 25 0 04 Sep 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images Avi Singh Larry Yang Sergey Levine 63 23 0 07 Aug 2017
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn Sifei Liu Guangyu Zhong Xiang Yu Ming-Hsuan Yang Manmohan Chandraker CVBM 94 116 0 07 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 115 325 0 29 Jul 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Michael I. Jordan GAN 100 442 0 25 Jul 2017
Deep Domain Adaptation by Geodesic Distance Minimization Yifei Wang Wen Li Dengxin Dai Luc Van Gool 60 51 0 13 Jul 2017