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Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches

Aug 06, 2020
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

* ACM MM 2020 

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Action2Motion: Conditioned Generation of 3D Human Motions

Jul 30, 2020
Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng

* 13 pages, ACM MultiMedia 2020 

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3D Human Shape Reconstruction from a Polarization Image

Jul 17, 2020
Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng

* ECCV 2020 

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Self-Attention Enhanced Patient Journey Understanding in Healthcare System

Jun 19, 2020
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

* 16 pages, 6 figures, accepted by ECML/PKDD 2020 

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Multi-Task Reinforcement Learning based Mobile Manipulation Control for Dynamic Object Tracking and Grasping

Jun 07, 2020
Cong Wang, Qifeng Zhang, Qiyan Tian, Shuo Li, Xiaohui Wang, David Lane, Yvan Petillot, Ziyang Hong, Sen Wang

* 6 pages, 7 figures, submitted to IROS2020 

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SparseFusion: Dynamic Human Avatar Modeling from Sparse RGBD Images

Jun 05, 2020
Xinxin Zuo, Sen Wang, Jiangbin Zheng, Weiwei Yu, Minglun Gong, Ruigang Yang, Li Cheng

* Accepted by TMM 

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A Comparison of Few-Shot Learning Methods for Underwater Optical and Sonar Image Classification

May 10, 2020
Mateusz Ochal, Jose Vazquez, Yvan Petillot, Sen Wang

* Accepted to IEEE OCEANS2020 (Singapore) 

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RadarSLAM: Radar based Large-Scale SLAM in All Weathers

May 05, 2020
Ziyang Hong, Yvan Petillot, Sen Wang


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Polarization Human Shape and Pose Dataset

Apr 30, 2020
Shihao Zou, Xinxin Zuo, Yiming Qian, Sen Wang, Chi Xu, Minglun Gong, Li Cheng


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ZSTAD: Zero-Shot Temporal Activity Detection

Mar 12, 2020
Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander Hauptmann


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Robot Calligraphy using Pseudospectral Optimal Control in Conjunction with a Novel Dynamic Brush Model

Mar 02, 2020
Sen Wang, Jiaqi Chen, Xuanliang Deng, Seth Hutchinson, Frank Dellaert

* Submit to IROS2020. arXiv admin note: substantial text overlap with arXiv:1911.08002 

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PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks

Feb 20, 2020
Qilin Fan, Jian Li, Xiuhua Li, Qiang He, Shu Fu, Sen Wang


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Privacy-Preserving Image Classification in the Local Setting

Feb 09, 2020
Sen Wang, J. Morris Chang

* 10 pages, 4 figures, conference 

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Privacy-Preserving Boosting in the Local Setting

Feb 06, 2020
Sen Wang, J. Morris Chang

* 12 pages, 11 figures, journal 

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Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning

Dec 11, 2019
Chris Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni

* 27 pages. Originally published at ACM UbiComp 2018. This version corrects some errors in the original version and add the pointer to released code & dataset 

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300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning

Dec 06, 2019
Marcel Sheeny, Andrew Wallace, Sen Wang

* This paper is a preprint of a paper submitted to IET Radar, Sonar and Navigation. If accepted, the copy of record will be available at the IET Digital Library 

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Robot Calligraphy using Pseudospectral Optimal Control in Conjunction with a Simulated Brush Model

Nov 18, 2019
Sen Wang, Jiaqi Chen, Xuanliang Deng, Seth Hutchinson, Frank Dellaert

* conference paper submitted to ICRA2020 

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Temporal Self-Attention Network for Medical Concept Embedding

Sep 15, 2019
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein

* 10 pages, 7 figures, accepted at IEEE ICDM 2019 

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A Multi-level Neural Network for Implicit Causality Detection in Web Texts

Sep 08, 2019
Shining Liang, Wanli Zuo, Zhenkun Shi, Sen Wang

* 11 pages, 4 figures 

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Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds

Jun 04, 2019
Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, Niki Trigoni

* Tech Report. Code and data are available at https://github.com/Yang7879/3D-BoNet 

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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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Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning

Mar 25, 2019
Muhamad Risqi U. Saputra, Pedro P. B. de Gusmao, Sen Wang, Andrew Markham, Niki Trigoni

* accepted in ICRA 2019 

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Deep Reinforcement Learning for Autonomous Driving

Mar 19, 2019
Sen Wang, Daoyuan Jia, Xinshuo Weng

* no time for further improvement 

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Learning with Training Wheels: Speeding up Training with a Simple Controller for Deep Reinforcement Learning

Dec 12, 2018
Linhai Xie, Sen Wang, Stefano Rosa, Andrew Markham, Niki Trigoni

* Published in ICRA2018. The code is now available at https://github.com/xie9187/AsDDPG 

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Part-level Car Parsing and Reconstruction from Single Street View

Nov 27, 2018
Qichuan Geng, Feixiang Lu, Xinyu Huang, Sen Wang, Xinjing Cheng, Zhong Zhou, Ruigang Yang

* 10 pages, 9 figures 

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Learning with Stochastic Guidance for Navigation

Nov 27, 2018
Linhai Xie, Yishu Miao, Sen Wang, Phil Blunsom, Zhihua Wang, Changhao Chen, Andrew Markham, Niki Trigoni

* A short version is accepted by the NIPS 2018 workshop: Infer2Control 

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