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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
Graph-Relational Domain AdaptationInternational Conference on Learning Representations (ICLR), 2022 Zihao Xu Hao He Guang-He Lee Yuyang Wang Hao Wang OOD 251 31 0 08 Feb 2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu Jianfei Yang Haoran Tang Han Zou Cheng Lu Tianshuo Zhang 157 1 0 28 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 177 127 0 15 Jan 2022
Preserving Domain Private Representation via Mutual Information Maximization Jiahong Chen Jing Wang Weipeng Lin Kuangen Zhang Clarence W. de Silva OOD 133 4 0 09 Jan 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 115 0 0 05 Jan 2022
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 202 30 0 31 Dec 2021
Reciprocal Normalization for Domain AdaptationPattern Recognition (Pattern Recogn.), 2021 Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 172 13 0 20 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen Yu Wang Yingwei Pan Ting Yao Xinmei Tian Tao Mei 176 46 0 14 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across DomainsComputer Vision and Pattern Recognition (CVPR), 2021 Sivan Harary Eli Schwartz Assaf Arbelle Peter W. J. Staar Shady Abu Hussein ... Hildegard Kuehne Dina Katabi Kate Saenko Rogerio Feris Leonid Karlinsky OOD 234 54 0 04 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 186 6 0 03 Dec 2021
Unsupervised Domain Adaptation: A Reality Check Kevin Musgrave Serge Belongie Ser-Nam Lim 156 23 0 30 Nov 2021
Cross-Domain Adaptive Teacher for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris Kitani Peter Vajda ObjD 318 244 0 25 Nov 2021
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile SensingProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2021 Taesik Gong Yewon Kim Adiba Orzikulova Yunxin Liu Sung Ju Hwang Jinwoo Shin Sung-Ju Lee 198 10 0 22 Nov 2021
See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Darren Tsai J. S. Berrio Mao Shan Stewart Worrall E. Nebot 3DPC 127 17 0 17 Nov 2021
Improving Compound Activity Classification via Deep Transfer and Representation LearningACS Omega (ACS Omega), 2021 Vishal Dey R. Machiraju Xia Ning AAML 213 4 0 14 Nov 2021
Probabilistic Contrastive Learning for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 585 18 0 11 Nov 2021
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 211 19 0 30 Oct 2021
UBR $^2$ S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2021 Tobias Ringwald Rainer Stiefelhagen 142 0 0 22 Oct 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis J. Wolleb Robin Sandkühler Florentin Bieder M. Barakovic N. Hadjikhani A. Papadopoulou Ozgur Yaldizli J. Kuhle Cristina Granziera Philippe C. Cattin OOD 195 10 0 13 Oct 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks Janarthanan Rajendran Jonathan K. Kummerfeld Satinder Singh 95 0 0 10 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 694 260 0 07 Oct 2021
ACDC: Online Unsupervised Cross-Domain Adaptation Marcus Vinícius de Carvalho Mahardhika Pratama Jie Zhang E. Yapp 195 10 0 04 Oct 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 230 17 0 25 Sep 2021
Cross-category Video Highlight Detection via Set-based LearningIEEE International Conference on Computer Vision (ICCV), 2021 Minghao Xu Hang Wang Bingbing Ni Riheng Zhu Zhenbang Sun Changhu Wang 226 55 0 26 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 146 0 0 20 Aug 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 183 44 0 16 Aug 2021
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images Tianze Yu Ieee Jianzhe Lin Student Member Ieee Lichao Mou Student Member Yuansheng Hua Senior Member Ieee Xiaoxiang Zhu F. I. Z. Jane Wang 88 7 0 15 Aug 2021
Learning Transferable Parameters for Unsupervised Domain AdaptationIEEE Transactions on Image Processing (TIP), 2021 Zhongyi Han Haoliang Sun Yilong Yin OOD 143 60 0 13 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 311 88 0 06 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification ApproachIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xi Peng Fengchun Qiao Long Zhao OOD 320 44 0 05 Aug 2021
Colorectal Polyp Classification from White-light Colonoscopy Images via Domain AlignmentInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Qin Wang Hui Che Weizhen Ding Li Xiang Guanbin Li Zhen Li Shuguang Cui 120 9 0 05 Aug 2021
Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Yiju Yang Taejoon Kim Guanghui Wang 319 4 0 02 Aug 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and IterateIEEE International Conference on Computer Vision (ICCV), 2021 Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 263 78 0 28 Jul 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2021 Xiaofeng Liu Site Li Yubin Ge Pengyi Ye J. You Jun Lu 330 19 0 28 Jul 2021
Transporting Causal Mechanisms for Unsupervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2021 Zhongqi Yue Qianru Sun Xiansheng Hua Hanwang Zhang CML 259 68 0 23 Jul 2021
Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Qi Tian 276 29 0 13 Jul 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 174 20 0 05 Jul 2021
Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning Indu Joshi Ayush Utkarsh R. Kothari V. Kurmi A. Dantcheva Sumantra Dutta Roy P. Kalra OOD 260 10 0 03 Jul 2021
A Systems Theory of Transfer Learning Tyler Cody Peter A. Beling 125 45 0 02 Jul 2021
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Shanu Kumar V. Kurmi Praphul Singh Vinay P. Namboodiri 102 4 0 01 Jul 2021
Cross-domain error minimization for unsupervised domain adaptationInternational Conference on Database Systems for Advanced Applications (DASFAA), 2021 Yuntao Du Yinghao Chen Fengli Cui Xiaowen Zhang Chongjun Wang 60 4 0 29 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 161 14 0 23 Jun 2021
f-Domain-Adversarial Learning: Theory and AlgorithmsInternational Conference on Machine Learning (ICML), 2021 David Acuna Guojun Zhang M. Law Sanja Fidler FedML AI4CE 158 74 0 21 Jun 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Guoqiang Wei Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 257 75 0 21 Jun 2021
Source-free Domain Adaptation via Avatar Prototype Generation and AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Zhen Qiu Yifan Zhang Hongbin Lin Shuaicheng Niu Yanxia Liu Qing Du Zhuliang Yu TTA 159 191 0 18 Jun 2021
Deep Subdomain Adaptation Network for Image ClassificationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Yongchun Zhu Fuzhen Zhuang Yongfeng Zhang Guolin Ke Jingwu Chen Jiang Bian Hui Xiong Qing He 188 950 0 17 Jun 2021
Spectral Unsupervised Domain Adaptation for Visual RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 292 79 0 11 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual TasksComputer Vision and Pattern Recognition (CVPR), 2021 Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 398 144 0 05 Jun 2021
RDA: Robust Domain Adaptation via Fourier Adversarial AttackingIEEE International Conference on Computer Vision (ICCV), 2021 Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 259 82 0 05 Jun 2021
Transformer-Based Source-Free Domain Adaptation Guanglei Yang Hao Tang Zhun Zhong M. Ding Ling Shao Andrii Zadaianchuk Elisa Ricci ViT 135 48 0 28 May 2021