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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang

* ECCV2020 ORAL (top 2%). Code already available at https://github.com/detectRecog/PointTrack. A highly effective method for learning features based on instance segments 

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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation

Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang

* CVPR2020 MOTS Challenge Winner. PointTrack++ ranks first on KITTI MOTS (http://www.cvlibs.net/datasets/kitti/eval_mots.php

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FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications

Jul 01, 2020
Jieru Zhao, Tingyuan Liang, Liang Feng, Wenchao Ding, Sharad Sinha, Wei Zhang, Shaojie Shen

* IEEE International Conference on Field Programmable Logic and Applications (FPL), 2020 

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GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation

Jun 09, 2020
Aravind Sankar, Yanhong Wu, Yuhang Wu, Wei Zhang, Hao Yang, Hari Sundaram

* SIGIR 2020 

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels

May 20, 2020
Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

* This paper is accepted by KDD 2020 

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Learning from a Lightweight Teacher for Efficient Knowledge Distillation

May 19, 2020
Yuang Liu, Wei Zhang, Jun Wang

* 11 pages, 3 figures, 9 tables 

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Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment

Apr 06, 2020
Qiuyu Chen, Wei Zhang, Ning Zhou, Peng Lei, Yi Xu, Yu Zheng, Jianping Fan

* Accepted by CVPR 2020 

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Look-into-Object: Self-supervised Structure Modeling for Object Recognition

Mar 31, 2020
Mohan Zhou, Yalong Bai, Wei Zhang, Tiejun Zhao, Tao Mei

* 10 pages, 7 figures, accepted by CVPR 2020 

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ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

Mar 01, 2020
Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang, Shilei Wen, Errui Ding, Ajin Meng, Liusheng Huang

* Accpeted by AAAI 2020 as Oral presentation; The github page will be updated in March,2020 

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Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition

Feb 24, 2020
Xiaodong Cui, Wei Zhang, Ulrich Finkler, George Saon, Michael Picheny, David Kung

* Accepted to IEEE Signal Processing Magazine 

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Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network

Feb 20, 2020
Yuanyuan Jin, Wei Zhang, Xiangnan He, Xinyu Wang, Xiaoling Wang

* Accepted by ICDE 2020 

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CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods

Feb 18, 2020
Wei Zhang, Thomas Kobber Panum, Somesh Jha, Prasad Chalasani, David Page


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Map-less Navigation: A Single DRL-based Controller for Robots with Varied Dimensions

Feb 15, 2020
Wei Zhang, Yunfeng Zhang, Ning Liu

* 8 pages, 14 figures 

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Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling

Feb 15, 2020
Huaqing Xiong, Tengyu Xu, Yingbin Liang, Wei Zhang


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Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering

Feb 10, 2020
Chihao Zhang, Yang Yang, Wei Zhang, Shihua Zhang

* 12 pages, 6 figures 

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Improving Efficiency in Large-Scale Decentralized Distributed Training

Feb 04, 2020
Wei Zhang, Xiaodong Cui, Abdullah Kayi, Mingrui Liu, Ulrich Finkler, Brian Kingsbury, George Saon, Youssef Mroueh, Alper Buyuktosunoglu, Payel Das, David Kung, Michael Picheny

* 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020) Oral 

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Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning

Feb 01, 2020
Qianming Xue, Wei Zhang, Hongyuan Zha

* Accepted to appear in AAAI'20 

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How Does BN Increase Collapsed Neural Network Filters?

Jan 31, 2020
Sheng Zhou, Xinjiang Wang, Ping Luo, Litong Feng, Wenjie Li, Wei Zhang


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Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization

Jan 19, 2020
Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun

* Published in ICLR2020; code: https://github.com/megvii-model/MABN 

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A Light Field Camera Calibration Method Using Sub-Aperture Related Bipartition Projection Model and 4D Corner Detection

Jan 11, 2020
Dongyang Jin, Saiping Zhang, Xiao Huo, Wei Zhang, Fuzheng Yang

* 11 pages, 18 figures, This manuscript has been submitted to 'Transactions on Pattern Analysis and Machine Intelligence' and is under review for possible publication 

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Down to the Last Detail: Virtual Try-on with Detail Carving

Jan 03, 2020
Jiahang Wang, Wei Zhang, Weizhong Liu, Tao Mei

* Our implementation is available at https://github.com/AIprogrammer/Down-to-the-Last-Detail-Virtual-Try-on-with-Detail-Carving 

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Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets

Dec 26, 2019
Mingrui Liu, Youssef Mroueh, Jerret Ross, Wei Zhang, Xiaodong Cui, Payel Das, Tianbao Yang

* Accepted by ICLR 2020 

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Vision and Language: from Visual Perception to Content Creation

Dec 26, 2019
Tao Mei, Wei Zhang, Ting Yao


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Relation-Gated Domain Adaptation for Relation Extraction

Dec 16, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoayan Chen, Wei Zhang, Huajun Chen


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Zooming into Face Forensics: A Pixel-level Analysis

Dec 12, 2019
Jia Li, Tong Shen, Wei Zhang, Hui Ren, Dan Zeng, Tao Mei


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