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Unsupervised 3D Human Mesh Recovery from Noisy Point Clouds


Jul 15, 2021
Xinxin Zuo, Sen Wang, Minglun Gong, Li Cheng


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CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search


Jul 02, 2021
Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei

* The first two authors contributed equally to this work 

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Reconstruct high-resolution multi-focal plane images from a single 2D wide field image


Sep 21, 2020
Jiabo Ma, Sibo Liu, Shenghua Cheng, Xiuli Liu, Li Cheng, Shaoqun Zeng

* 9 pages, 4 figures,3 Tables 

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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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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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COMET: Context-Aware IoU-Guided Network for Small Object Tracking


Jun 04, 2020
Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Hossein Ghanei-Yakhdan, Shohreh Kasaei, Li Cheng


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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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Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent


Apr 22, 2020
Dong Wang, Xiaoqian Qin, Fengyi Song, Li Cheng


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Outlier Detection Ensemble with Embedded Feature Selection


Jan 15, 2020
Li Cheng, Yijie Wang, Xinwang Liu, Bin Li

* 10pages, AAAI2020 

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TBC-Net: A real-time detector for infrared small target detection using semantic constraint


Dec 27, 2019
Mingxin Zhao, Li Cheng, Xu Yang, Peng Feng, Liyuan Liu, Nanjian Wu


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Deep Learning for Visual Tracking: A Comprehensive Survey


Dec 02, 2019
Seyed Mojtaba Marvasti-Zadeh, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei

* 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis


Nov 23, 2019
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao


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Multivariate Regression with Gross Errors on Manifold-valued Data


Sep 11, 2017
Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng

* 14 pages, submitted to an IEEE journal 

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Synthesizing Filamentary Structured Images with GANs


Jun 07, 2017
He Zhao, Huiqi Li, Li Cheng


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Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications


Jan 11, 2017
Xiaowei Zhang, Chi Xu, Yu Zhang, Tingshao Zhu, Li Cheng


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An Interval-Based Bayesian Generative Model for Human Complex Activity Recognition


Jan 04, 2017
Li Liu, Yongzhong Yang, Lakshmi Narasimhan Govindarajan, Shu Wang, Bin Hu, Li Cheng, David S. Rosenblum


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Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects


Dec 02, 2016
Yu Zhang, Chi Xu, Li Cheng


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Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups


Sep 13, 2016
Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng


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Hand Action Detection from Ego-centric Depth Sequences with Error-correcting Hough Transform


Jun 07, 2016
Chi Xu, Lakshmi Narasimhan Govindarajan, Li Cheng


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Mouse Pose Estimation From Depth Images


Nov 24, 2015
Ashwin Nanjappa, Li Cheng, Wei Gao, Chi Xu, Adam Claridge-Chang, Zoe Bichler


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Transduction on Directed Graphs via Absorbing Random Walks


Mar 18, 2014
Jaydeep De, Xiaowei Zhang, Li Cheng

* The paper is withdrawn because of some violation in institute policy 

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Learning Graph Matching


Jun 17, 2008
Tiberio S. Caetano, Julian J. McAuley, Li Cheng, Quoc V. Le, Alex J. Smola

* 10 pages, 4 figures 

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