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Deep Reinforcement Learning of Transition States

Nov 13, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Xu Han, Maodong Li, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao

* version 1 

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DeFuzz: Deep Learning Guided Directed Fuzzing

Oct 23, 2020
Xiaogang Zhu, Shigang Liu, Xian Li, Sheng Wen, Jun Zhang, Camtepe Seyit, Yang Xiang


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Microscope Based HER2 Scoring System

Sep 15, 2020
Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han

* 11 pages, 5 figures, and 4 tables 

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Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians

Aug 16, 2020
Shizhen Zhao, Changxin Gao, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang, Xiaowei Guo, Wei-Shi Zheng, Nong Sang, Xing Sun

* Accepted by ECCV 2020 

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TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems

Aug 12, 2020
Masaki Ikuta, Jun Zhang

* Submitted to SPIE Medical Imaging Conference 2021 

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Flow Field Reconstructions with GANs based on Radial Basis Functions

Aug 11, 2020
Liwei Hu, Wenyong Wang, Yu Xiang, Jun Zhang


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Robust Ego and Object 6-DoF Motion Estimation and Tracking

Jul 28, 2020
Jun Zhang, Mina Henein, Robert Mahony, Viorela Ila

* 7 pages, 6 figures, 5 tables, accepted in the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 

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Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis

Jul 15, 2020
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief


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EPI-based Oriented Relation Networks for Light Field Depth Estimation

Jul 09, 2020
Kunyuan Li, Jun Zhang, Rui Sun, Xudong Zhang, Jun Gao


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Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces

Jun 03, 2020
Shicong Liu, Zhen Gao, Jun Zhang, Marco Di Renzo, Mohamed-Slim Alouini

* 6 pages; 5 figures; to be published in IEEE Transactions on Vehicular Technology 

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Communication-Computation Trade-Off in Resource-Constrained Edge Inference

Jun 03, 2020
Jiawei Shao, Jun Zhang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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VDO-SLAM: A Visual Dynamic Object-aware SLAM System

May 25, 2020
Jun Zhang, Mina Henein, Robert Mahony, Viorela Ila

* 14 pages, 10 figures, 5 tables, submitted to International Journal of Robotics Research (IJRR) 

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A Perspective on Deep Learning for Molecular Modeling and Simulations

Apr 25, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Junhan Chang, Maodong Li, Xu Han, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao


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Accelerating Physics-Informed Neural Network Training with Prior Dictionaries

Apr 17, 2020
Wei Peng, Weien Zhou, Jun Zhang, Wen Yao


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Scene Text Recognition via Transformer

Apr 10, 2020
Xinjie Feng, Hongxun Yao, Yuankai Qi, Jun Zhang, Shengping Zhang


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Sparse Optimization for Green Edge AI Inference

Mar 13, 2020
Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering

Feb 27, 2020
Chuang Niu, Jun Zhang, Ge Wang, Jimin Liang


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Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge

Feb 26, 2020
Junjia Liu, Jiaying Shou, Zhuang Fu, Hangfei Zhou, Rongli Xie, Jun Zhang, Jian Fei, Yanna Zhao

* 6 pages, 6 figures 

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Complete Dictionary Learning via $\ell_p$-norm Maximization

Feb 26, 2020
Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau


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Dynamic SLAM: The Need For Speed

Feb 24, 2020
Mina Henein, Jun Zhang, Robert Mahony, Viorela Ila

* 7 pages, 7 figures, 2 tables 

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DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team

Feb 23, 2020
Qingjian Lin, Weicheng Cai, Lin Yang, Junjie Wang, Jun Zhang, Ming Li

* Submitted to Odyssesy 2020 

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Communication-Efficient Edge AI: Algorithms and Systems

Feb 22, 2020
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach

Jan 28, 2020
Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang

* 30 pages, 5 figures 

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Advances in Online Audio-Visual Meeting Transcription

Dec 10, 2019
Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou

* To appear in Proc. IEEE ASRU Workshop 2019 

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