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Group-wise Inhibition based Feature Regularization for Robust Classification


Mar 03, 2021
Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen


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Meta Discovery: Learning to Discover Novel Classes given Very Limited Data


Feb 18, 2021
Haoang Chi, Feng Liu, Wenjing Yang, Long Lan, Tongliang Liu, Gang Niu, Bo Han


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How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?


Dec 30, 2020
Li Zhong, Zhen Fang, Feng Liu, Jie Lu, Bo Yuan, Guangquan Zhang

* 9 pages, 3 figures, Accepted by Association for the Advancement of Artificial Intelligence 2021 (AAAI 2021) 

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Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation


Dec 16, 2020
Mehdi Bahri, Eimear O' Sullivan, Shunwang Gong, Feng Liu, Xiaoming Liu, Michael M. Bronstein, Stefanos Zafeiriou

* In review with International Journal of Computer Vision (IJCV) 

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A Glimpse of the Whole: Path Optimization Prototypical Network for Few-Shot Encrypted Traffic Classification


Oct 26, 2020
Wenhao Li, Xiao-Yu Zhang, Haichao Shi, Feng Liu, Yunlin Ma, Zhaoxuan Li


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Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence


Oct 26, 2020
Feng Liu, Xiaoming Liu

* Accepted by NeurIPS 2020 

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Maximum Mean Discrepancy is Aware of Adversarial Attacks


Oct 22, 2020
Ruize Gao, Feng Liu, Jingfeng Zhang, Bo Han, Tongliang Liu, Gang Niu, Masashi Sugiyama


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Learned Dual-View Reflection Removal


Oct 01, 2020
Simon Niklaus, Xuaner Cecilia Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue

* http://sniklaus.com/dualref 

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Learning from a Complementary-label Source Domain: Theory and Algorithms


Aug 04, 2020
Yiyang Zhang, Feng Liu, Zhen Fang, Bo Yuan, Guangquan Zhang, Jie Lu


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Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation


Jul 29, 2020
Yiyang Zhang, Feng Liu, Zhen Fang, Bo Yuan, Guangquan Zhang, Jie Lu

* This paper has been accepted by IJCAI-PRICAI 2020 

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Domain Contrast for Domain Adaptive Object Detection


Jun 26, 2020
Feng Liu, Xiaoxong Zhang, Fang Wan, Xiangyang Ji, Qixiang Ye


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Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation


Jun 23, 2020
Li Zhong, Zhen Fang, Feng Liu, Bo Yuan, Guangquan Zhang, Jie Lu


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Event Arguments Extraction via Dilate Gated Convolutional Neural Network with Enhanced Local Features


Jun 02, 2020
Zhigang Kan, Linbo Qiao, Sen Yang, Feng Liu, Feng Huang


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Deep Homography Estimation for Dynamic Scenes


Apr 05, 2020
Hoang Le, Feng Liu, Shu Zhang, Aseem Agarwala

* CVPR 2020, https://github.com/lcmhoang/hmg-dynamics 

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Local Facial Makeup Transfer via Disentangled Representation


Mar 27, 2020
Zhaoyang Sun, Wenxuan Liu, Feng Liu, Ryan Wen Liu, Shengwu Xiong

* 15 pages, 10 figures 

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Softmax Splatting for Video Frame Interpolation


Mar 11, 2020
Simon Niklaus, Feng Liu

* CVPR 2020, http://sniklaus.com/softsplat 

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Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation


Feb 27, 2020
Shen Wang, Kongming Liang, Chengwei Pan, Chuyang Ye, Xiuli Li, Feng Liu, Yizhou Yu, Yizhou Wang


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Learning Deep Kernels for Non-Parametric Two-Sample Tests


Feb 21, 2020
Feng Liu, Wenkai Xu, Jie Lu, Guangquan Zhang, Arthur Gretton, D. J. Sutherland


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A Zero-Shot based Fingerprint Presentation Attack Detection System


Feb 12, 2020
Haozhe Liu, Wentian Zhang, Guojie Liu, Feng Liu


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Frosting Weights for Better Continual Training


Jan 07, 2020
Xiaofeng Zhu, Feng Liu, Goce Trajcevski, Dingding Wang


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On the Detection of Digital Face Manipulation


Oct 03, 2019
Joel Stehouwer, Hao Dang, Feng Liu, Xiaoming Liu, Anil Jain


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Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation


Oct 02, 2019
Qiqi Hou, Feng Liu

* This is the camera ready version of ICCV2019 paper 

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3D Ken Burns Effect from a Single Image


Sep 12, 2019
Simon Niklaus, Long Mai, Jimei Yang, Feng Liu

* TOG 2019, http://sniklaus.com/kenburns 

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On Learning Disentangled Representations for Gait Recognition


Sep 05, 2019
Ziyuan Zhang, Luan Tran, Feng Liu, Xiaoming Liu

* arXiv admin note: substantial text overlap with arXiv:1904.04925 

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Meta Learning with Relational Information for Short Sequences


Sep 04, 2019
Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha


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MemeFaceGenerator: Adversarial Synthesis of Chinese Meme-face from Natural Sentences


Aug 14, 2019
Yifu Chen, Zongsheng Wang, Bowen Wu, Mengyuan Li, Huan Zhang, Lin Ma, Feng Liu, Qihang Feng, Baoxun Wang


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Open Set Domain Adaptation: Theoretical Bound and Algorithm


Jul 19, 2019
Zhen Fang, Jie Lu, Feng Liu, Junyu Xuan, Guangquan Zhang


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Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior


Jun 05, 2019
Feng Liu, Li Wang, Yifei Lou, Rencang Li, Patrick Purdon


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