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Generate To Adapt: Aligning Domains using Generative Adversarial Networks

6 April 2017

Papers citing "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

50 / 337 papers shown

Title
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Goran Frehse Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 146 2 0 04 Aug 2020
Learning from a Complementary-label Source Domain: Theory and Algorithms Yiyang Zhang Yifan Zhang Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 200 73 0 04 Aug 2020
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 194 57 0 04 Aug 2020
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Yiyang Zhang Yifan Zhang Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 262 31 0 29 Jul 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic DataEuropean Conference on Computer Vision (ECCV), 2020 Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 183 24 0 28 Jul 2020
Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation Pingyang Dai Peixian Chen Qiong Wu Xiaopeng Hong QiXiang Ye Q. Tian Rongrong Ji OOD 97 0 0 27 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2020 Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 265 130 0 17 Jul 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Yongfeng Zhang Yu Xie Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 212 7 0 17 Jul 2020
Automated Synthetic-to-Real GeneralizationInternational Conference on Machine Learning (ICML), 2020 Wuyang Chen Zhiding Yu Zinan Lin Anima Anandkumar 151 70 0 14 Jul 2020
A deep learning approach to identify unhealthy advertisements in street view imagesScientific Reports (Sci Rep), 2020 Gregory Palmer Mark A. Green E. Boyland Yales Stefano Rios Vasconcelos Rahul Savani A. Singleton 182 30 0 09 Jul 2020
Synthetic-to-Real Domain Adaptation for Lane DetectionAsian Conference on Computer Vision (ACCV), 2020 Noa Garnett Roy Uziel Netalee Efrat Dan Levi 152 18 0 08 Jul 2020
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 165 183 0 07 Jul 2020
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection Sanli Tang Zhanzhan Cheng Shiliang Pu Dashan Guo Yi Niu Leilei Gan 82 2 0 06 Jul 2020
Continuously Indexed Domain Adaptation Hao Wang Hao He Dina Katabi MedIm 190 126 0 03 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 143 0 0 01 Jul 2020
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Mohammad Rostami Aram Galstyan CLL OffRL 256 27 0 01 Jul 2020
Target Consistency for Domain Adaptation: when Robustness meets Transferability Yassine Ouali Victor Bouvier Myriam Tami C´eline Hudelot OOD 125 3 0 25 Jun 2020
Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent AlignmentPattern Recognition (Pattern Recognit.), 2020 Jing Wang Jiahong Chen Jianzhe Lin Leonid Sigal C. D. Silva 298 62 0 23 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 140 0 0 16 Jun 2020
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Pengfei Ge Chuan-Xian Ren D. Dai Hong Yan OOD 237 9 0 14 Jun 2020
Exploring Category-Agnostic Clusters for Open-Set Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Yingwei Pan Ting Yao Yehao Li Chong-Wah Ngo Tao Mei 135 80 0 11 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Xiang Jiang Qicheng Lao Stan Matwin Mohammad Havaei 192 124 0 09 Jun 2020
Anomaly Detection with Domain Adaptation Ziyi Yang I. S. Bozchalooi Eric F. Darve OOD 134 36 0 05 Jun 2020
Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation Lihua Zhou Mao Ye Xinpeng Li Ce Zhu Yiguang Liu Xue Li OOD 90 4 0 28 May 2020
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation Sourabh Vivek Balgi Ambedkar Dukkipati 143 0 0 25 May 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 153 177 0 22 May 2020
Domain Conditioned Adaptation Network Shuang Li Chi Harold Liu Qiuxia Lin Binhui Xie Zhengming Ding Gao Huang Jian Tang OOD 135 115 0 14 May 2020
Self-Supervised Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wang Yingdian Cao Fei Xue Zike Yan H. Zha TTA 163 77 0 13 May 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 174 29 0 11 May 2020
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification Amena Khatun Akila Pemasiri Sridha Sridharan Clinton Fookes 216 22 0 07 May 2020
Maximum Density Divergence for Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jingjing Li Erpeng Chen Ding Zhengming Zhu Lei Ke Lu Mengqi Li OOD 162 325 0 27 Apr 2020
Class Distribution Alignment for Adversarial Domain Adaptation Wanqi Yang Tong Ling Chengmei Yang Lei Wang Yinghuan Shi Luping Zhou Ming Yang 187 3 0 20 Apr 2020
TriGAN: Image-to-Image Translation for Multi-Source Domain AdaptationMachine Vision and Applications (MVA), 2020 Subhankar Roy Aliaksandr Siarohin E. Sangineto Andrii Zadaianchuk Elisa Ricci GAN 170 19 0 19 Apr 2020
Generative Adversarial Networks for Video-to-Video Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2020 Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN VGen MedIm 116 29 0 17 Apr 2020
Adversarial Style Mining for One-Shot Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2020 Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 153 127 0 13 Apr 2020
Universal Source-Free Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 219 380 0 09 Apr 2020
Towards Inheritable Models for Open-Set Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Jogendra Nath Kundu Naveen Venkat R. Ambareesh V. RahulM. R. Venkatesh Babu VLM 167 137 0 09 Apr 2020
Learning to Learn Single Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2020 Fengchun Qiao Long Zhao Xi Peng OOD 259 502 0 30 Mar 2020
Gradually Vanishing Bridge for Adversarial Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2020 Shuhao Cui Shuhui Wang Junbao Zhuo Chi Su Qingming Huang Q. Tian 303 279 0 30 Mar 2020
Cross-domain Detection via Graph-induced Prototype AlignmentComputer Vision and Pattern Recognition (CVPR), 2020 Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 227 263 0 28 Mar 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient SituationsComputer Vision and Pattern Recognition (CVPR), 2020 Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 177 414 0 27 Mar 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep ClusteringComputer Vision and Pattern Recognition (CVPR), 2020 Hui Tang Ke Chen Kui Jia CML OOD 179 312 0 19 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 174 6 0 08 Mar 2020
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation ClassificationConference on Computational Natural Language Learning (CoNLL), 2019 Hsin-Ping Huang Junyi Jessy Li 156 8 0 04 Mar 2020
Unbiased Mean Teacher for Cross-domain Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Jinhong Deng Wen Li Yuhua Chen Lixin Duan 506 358 0 02 Mar 2020
Calibrated Prediction with Covariate Shift via Unsupervised Domain AdaptationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Sangdon Park Osbert Bastani James Weimer Insup Lee 213 57 0 29 Feb 2020
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and AlignmentAAAI Conference on Artificial Intelligence (AAAI), 2020 You-Wei Luo Chuan-Xian Ren Pengfei Ge Ke-Kun Huang Yu-Feng Yu 147 31 0 20 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 280 10 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain AdaptationInternational Journal of Computer Vision (IJCV), 2020 Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 204 71 0 19 Feb 2020
Bi-Directional Generation for Unsupervised Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2020 Guanglei Yang Haifeng Xia M. Ding Zhengming Ding 167 84 0 12 Feb 2020