Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

15 October 2015

Papers citing "Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization"

45 / 145 papers shown

Title
Novel Human-Object Interaction Detection via Adversarial Domain Generalization Yuhang Song Wenbo Li Lei Zhang Jianwei Yang Emre Kıcıman Hamid Palangi Jianfeng Gao C.-C. Jay Kuo Pengchuan Zhang 22 5 0 22 May 2020
CHEER: Rich Model Helps Poor Model via Knowledge Infusion Cao Xiao T. Hoang linda Qiao Tengfei Ma Jimeng Sun 21 3 0 21 May 2020
Domain Conditioned Adaptation Network Shuang Li Chi Harold Liu Qiuxia Lin Binhui Xie Zhengming Ding Gao Huang Jian Tang OOD 16 102 0 14 May 2020
Sparsely-Labeled Source Assisted Domain Adaptation Wei Wang Zhihui Wang Yuankai Xiang Jing Sun Haojie Li Fuming Sun Zhengming Ding 14 14 0 08 May 2020
Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol Lukas Hedegaard Morsing Omar Ali Sheikh-Omar Alexandros Iosifidis OOD 14 23 0 23 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 19 145 0 10 Apr 2020
Learning transferable and discriminative features for unsupervised domain adaptation Yuntao Du Ruiting Zhang Xiaowen Zhang Yirong Yao Heng-yang Lu Chongjun Wang 16 4 0 26 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 140 274 0 16 Mar 2020
Fisher Deep Domain Adaptation Yinghua Zhang Yu Zhang Ying Wei Kun Bai Yangqiu Song Qiang Yang AI4CE 28 9 0 12 Mar 2020
Supervised Domain Adaptation using Graph Embedding Lukas Hedegaard Omar Ali Sheikh-Omar Alexandros Iosifidis OOD 14 17 0 09 Mar 2020
Importance Filtered Cross-Domain Adaptation Wei Wang Haojie Li Zhihui Wang Jing Sun Zhengming Ding Fuming Sun 8 2 0 24 Dec 2019
Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing Suman Saha Wenhao Xu Menelaos Kanakis Stamatios Georgoulis Yuhua Chen D. Paudel Luc Van Gool CVBM 20 38 0 15 Dec 2019
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Qian Wang T. Breckon OOD 14 210 0 18 Nov 2019
Graph Domain Adaptation with Localized Graph Signal Representations Yusuf Yigit Pilavci Eylem Tugçe Güneyi Cemil Cengiz Elif Vural OOD 4 3 0 07 Nov 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 28 61 0 25 Oct 2019
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems Zijian Li Ruichu Cai Kok-Soon Chai H. Ng Hoang Dung Vu Marianne Winslett T. Fu Boyan Xu Xiaoyan Yang Zhenjie Zhang CML AI4TS AI4CE 21 14 0 13 Oct 2019
Transfer Learning with Dynamic Distribution Adaptation Jindong Wang Yiqiang Chen Wenjie Feng Han Yu Meiyu Huang Qiang Yang OOD 26 239 0 17 Sep 2019
Semi-supervised representation learning via dual autoencoders for domain adaptation shuai Yang Hao Wang Yuhong Zhang Peipei Li Yi Zhu Xuegang Hu SSL 14 18 0 04 Aug 2019
Domain Generalization via Multidomain Discriminant Analysis Shoubo Hu Kun Zhang Zhitang Chen L. Chan OOD AI4CE 21 107 0 25 Jul 2019
Open Set Domain Adaptation: Theoretical Bound and Algorithm Zhen Fang Jie Lu Feng Liu Junyu Xuan Guangquan Zhang 6 153 0 19 Jul 2019
A Generalization Error Bound for Multi-class Domain Generalization A. Deshmukh Yunwen Lei Srinagesh Sharma Ürün Dogan J. Cutler Clayton Scott 18 36 0 24 May 2019
Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation Feng Liu Jie Lu Bo Han Gang Niu Guangquan Zhang Masashi Sugiyama 6 23 0 19 May 2019
Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization K. Akuzawa Yusuke Iwasawa Y. Matsuo OOD 22 77 0 29 Apr 2019
Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Qian Wang Penghui Bu T. Breckon 27 56 0 25 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 60 184 0 12 Mar 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 31 0 0 13 Feb 2019
Transfer Representation Learning with TSK Fuzzy System Peng Xu Zhaohong Deng Jun Wang Qun Zhang Shitong Wang 11 35 0 09 Jan 2019
Multi-component Image Translation for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 22 68 0 21 Dec 2018
Transfer Metric Learning: Algorithms, Applications and Outlooks Yong Luo Yonggang Wen Ling-Yu Duan Dacheng Tao 28 11 0 09 Oct 2018
Hierarchically Learned View-Invariant Representations for Cross-View Action Recognition Yang Liu Zhaoyang Lu Jing Li Tao Yang 13 55 0 03 Sep 2018
Domain Generalization via Conditional Invariant Representation Ya Li Biwei Huang Xinmei Tian Tongliang Liu Dacheng Tao AI4CE OOD 6 253 0 23 Jul 2018
Domain2Vec: Deep Domain Generalization A. Deshmukh Ankit Bansal Akash Rastogi ViT OOD 11 5 0 09 Jul 2018
Unsupervised Domain Adaptation: A Multi-task Learning-based Method Jing Zhang W. Li P. Ogunbona OOD 16 15 0 25 Mar 2018
Domain Adaptation on Graphs by Learning Aligned Graph Bases Mehmet Pilanci Elif Vural OOD 27 50 0 14 Mar 2018
Discriminative Label Consistent Domain Adaptation Lingkun Luo Liming Chen Ying Lu Shiqiang Hu TTA 22 8 0 21 Feb 2018
Discriminative and Geometry Aware Unsupervised Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu Ying Lu Xiaofang Wang OOD 37 55 0 28 Dec 2017
Domain Generalization by Marginal Transfer Learning Gilles Blanchard A. Deshmukh Ürün Dogan Gyemin Lee Clayton Scott OOD 41 277 0 21 Nov 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 39 778 0 28 Sep 2017
Joint Geometrical and Statistical Alignment for Visual Domain Adaptation Jing Zhang W. Li P. Ogunbona 14 498 0 16 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation Yen-Cheng Liu Yu-Ying Yeh Tzu-Chien Fu Sheng-De Wang Wei-Chen Chiu Y. Wang DRL OOD 35 10 0 03 May 2017
Heterogeneous domain adaptation: An unsupervised approach Feng Liu Guangquan Zhang Jie Lu 18 126 0 10 Jan 2017
Learning an Invariant Hilbert Space for Domain Adaptation Samitha Herath Mehrtash Harandi Fatih Porikli 16 107 0 25 Nov 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 11 859 0 12 Jul 2016
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009