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Imbalance Robust Softmax for Deep Embeeding Learning

Nov 23, 2020
Hao Zhu, Yang Yuan, Guosheng Hu, Xiang Wu, Neil Robertson

* has been accepted by ACCV 2020 

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AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection

Nov 05, 2020
Hao Zhu, Chaoyou Fu, Qianyi Wu, Wayne Wu, Chen Qian, Ran He

* NeurIPS 2020 

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Lets Play Music: Audio-driven Performance Video Generation

Nov 05, 2020
Hao Zhu, Yi Li, Feixia Zhu, Aihua Zheng, Ran He

* ICPR 2020 

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Multi-agent Trajectory Prediction with Fuzzy Query Attention

Oct 29, 2020
Nitin Kamra, Hao Zhu, Dweep Trivedi, Ming Zhang, Yan Liu

* NeurIPS 2020 Camera-ready version. Code: https://github.com/nitinkamra1992/FQA 

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Using Graph Neural Networks for Mass Spectrometry Prediction

Oct 09, 2020
Hao Zhu, Liping Liu, Soha Hassoun

* 4 pages, 3 figures, submitting to MLCB 

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The Return of Lexical Dependencies: Neural Lexicalized PCFGs

Jul 29, 2020
Hao Zhu, Yonatan Bisk, Graham Neubig

* Accepted at TACL 2020 

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Personalized Speech2Video with 3D Skeleton Regularization and Expressive Body Poses

Jul 17, 2020
Miao Liao, Sibo Zhang, Peng Wang, Hao Zhu, Ruigang Yang


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Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning

Jul 14, 2020
Yifei Zhang, Hao Zhu

* 8 pages, 1 figure 

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Self-Supervised Human Depth Estimation from Monocular Videos

May 07, 2020
Feitong Tan, Hao Zhu, Zhaopeng Cui, Siyu Zhu, Marc Pollefeys, Ping Tan

* Accepted by IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020 

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FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction

Apr 21, 2020
Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, Xun Cao

* Accepted to CVPR 2020 

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SAPIEN: A SimulAted Part-based Interactive ENvironment

Mar 19, 2020
Fanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia, Hao Zhu, Fangchen Liu, Minghua Liu, Hanxiao Jiang, Yifu Yuan, He Wang, Li Yi, Angel X. Chang, Leonidas J. Guibas, Hao Su


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Deep Audio-Visual Learning: A Survey

Jan 14, 2020
Hao Zhu, Mandi Luo, Rui Wang, Aihua Zheng, Ran He


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EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph

Dec 23, 2019
Yuxiang Ren, Hao Zhu, Jiawei ZHang, Peng Dai, Liefeng Bo


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S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes

Oct 31, 2019
Yuzhe Qin, Rui Chen, Hao Zhu, Meng Song, Jing Xu, Hao Su

* Accepted at the Conference on Robot Learning (CoRL) 2019. Project webpage is available here: https://sites.google.com/view/s4ggrapsing 

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FewRel 2.0: Towards More Challenging Few-Shot Relation Classification

Oct 16, 2019
Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

* Accepted to EMNLP2019 

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Learned Point Cloud Geometry Compression

Sep 26, 2019
Jianqiang Wang, Hao Zhu, Zhan Ma, Tong Chen, Haojie Liu, Qiu Shen

* 13 pages 

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Quantifying Similarity between Relations with Fact Distribution

Jul 21, 2019
Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

* ACL 2019 

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Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning

Jun 22, 2019
Weiping Song, Zhijian Duan, Ziqing Yang, Hao Zhu, Ming Zhang, Jian Tang


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Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies

Jun 19, 2019
Kaiqing Zhang, Alec Koppel, Hao Zhu, Tamer Başar


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Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation

May 08, 2019
Hao Zhu, Xinxin Zuo, Sen Wang, Xun Cao, Ruigang Yang

* CVPR 2019 Oral 

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Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images

Feb 15, 2019
Hao Zhu, Mantang Guo, Hongdong Li, Qing Wang, Antonio Robles-Kelly

* 10 pages, 12 figures 

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Graph Neural Networks with Generated Parameters for Relation Extraction

Feb 02, 2019
Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-seng Chua, Maosong Sun


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High-Resolution Talking Face Generation via Mutual Information Approximation

Dec 17, 2018
Hao Zhu, Aihua Zheng, Huaibo Huang, Ran He


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CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

Dec 02, 2018
Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, Cewu Lu


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Language Modeling with Sparse Product of Sememe Experts

Oct 29, 2018
Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

* EMNLP 2018. The first three authors contribute equally 

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FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

Oct 26, 2018
Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun

* EMNLP 2018. The first four authors contribute equally. The order is determined by dice rolling. Visit our website http://zhuhao.me/fewrel 

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Dense Light Field Reconstruction From Sparse Sampling Using Residual Network

Aug 11, 2018
Mantang Guo, Hao Zhu, Guoqing Zhou, Qing Wang


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Incorporating Chinese Characters of Words for Lexical Sememe Prediction

Jun 17, 2018
Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

* Accepted as an ACL 2018 long paper. The first two authors contribute equally. Code is available at https://github.com/thunlp/Character-enhanced-Sememe-Prediction 

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