CyCADA: Cycle-Consistent Adversarial Domain Adaptation

8 November 2017

Jun-Yan Zhu

Papers citing "CyCADA: Cycle-Consistent Adversarial Domain Adaptation"

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Title
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 38 359 0 27 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 166 198 0 23 Mar 2020
Adversarial Continual Learning Sayna Ebrahimi Franziska Meier Roberto Calandra Trevor Darrell Marcus Rohrbach CLL VLM 152 198 0 21 Mar 2020
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Zongxian Li QiXiang Ye Chong Zhang Jingjing Liu Shijian Lu Yonghong Tian TTA 26 27 0 19 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 215 404 0 12 Mar 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu-Xiang Wang Geoffrey J. Gordon OOD AAML VLM 31 183 0 10 Mar 2020
Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Qicheng Lao Xiang Jiang Mohammad Havaei Yoshua Bengio VLM 23 33 0 09 Mar 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 27 81 0 09 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 33 56 0 09 Mar 2020
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Peng-Tao Jiang Srikanth Saripalli 3DPC 45 15 0 02 Mar 2020
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation Sangdon Park Osbert Bastani James Weimer Insup Lee 23 52 0 29 Feb 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 34 21 0 26 Feb 2020
Understanding Self-Training for Gradual Domain Adaptation Ananya Kumar Tengyu Ma Percy Liang CLL TTA 28 226 0 26 Feb 2020
Focus on Semantic Consistency for Cross-domain Crowd Understanding Tao Han Junyu Gao Yuan. Yuan Qi. Wang 18 45 0 20 Feb 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 32 1,207 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 46 64 0 19 Feb 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 21 2 0 19 Feb 2020
Contradictory Structure Learning for Semi-supervised Domain Adaptation Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu 110 21 0 06 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 21 310 0 06 Feb 2020
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang Ming-Hsuan Yang 23 386 0 23 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 817 0 20 Jan 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 18 50 0 14 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations Nadine Rueegg Christoph Lassner Michael J. Black Konrad Schindler 24 23 0 06 Jan 2020
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 33 60 0 30 Dec 2019
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 17 196 0 27 Dec 2019
Unsupervised Scene Adaptation with Memory Regularization in vivo Zhedong Zheng Yi Yang CLL 16 117 0 24 Dec 2019
Adversarial Cross-Domain Action Recognition with Co-Attention Boxiao Pan Zhangjie Cao Ehsan Adeli Juan Carlos Niebles ViT 27 103 0 22 Dec 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 19 194 0 27 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 30 6 0 23 Nov 2019
Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Yuxuan Song Lantao Yu Zhangjie Cao Zhiming Zhou Jian Shen Shuo Shao Weinan Zhang Yong Yu 31 17 0 21 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 25 33 0 17 Nov 2019
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses Zhiqiang Shen Harsh Maheshwari Weichen Yao Marios Savvides ObjD 21 93 0 06 Nov 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 28 685 0 29 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 30 159 0 27 Oct 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 25 61 0 25 Oct 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 27 303 0 24 Oct 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 26 74 0 23 Oct 2019
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li-Jia Li ObjD MedIm 24 63 0 16 Oct 2019
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 16 1 0 13 Oct 2019
Semantic Understanding of Foggy Scenes with Purely Synthetic Data Martin Hahner Dengxin Dai Christos Sakaridis Jan-Nico Zaech Luc Van Gool 26 61 0 09 Oct 2019
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Minghao Chen Hongyang Xue Deng Cai 41 286 0 30 Sep 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 27 91 0 29 Sep 2019
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Woo-han Yun Taewoo Kim Jaeyeon Lee Jaehong Kim Junmo Kim 23 1 0 26 Sep 2019
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging Doyen Sahoo Hao Wang Shu Ke Xiongwei Wu Hung Le Palakorn Achananuparp Ee-Peng Lim S. Hoi 13 86 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert J. Schnabel OOD MedIm AI4CE 25 50 0 23 Sep 2019
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Yu-Jhe Li Ci-Siang Lin Yan-Bo Lin Y. Wang OOD 24 187 0 20 Sep 2019
Cycle-consistent Conditional Adversarial Transfer Networks Jingjing Li Erpeng Chen Zhengming Ding Lei Zhu Ke Lu Zi Huang 24 71 0 17 Sep 2019
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification E. Pooch P. Ballester Rodrigo C. Barros OOD 35 120 0 03 Sep 2019