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CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement

Nov 18, 2020
Di Ma, Fan Zhang, David R. Bull


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Distributionally Robust Local Non-parametric Conditional Estimation

Oct 12, 2020
Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye


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A simulation environment for drone cinematography

Oct 03, 2020
Fan Zhang, David Hall, Tao Xu, Stephen Boyle, David Bull


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Video Compression with CNN-based Post Processing

Sep 16, 2020
Fan Zhang, Di Ma, Chen Feng, David R. Bull


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P-DIFF: Learning Classifier with Noisy Labels based on Probability Difference Distributions

Sep 15, 2020
Wei Hu, QiHao Zhao, Yangyu Huang, Fan Zhang

* ICPR 2020. Codes are available at https://github.com/fistyee/P-DIFF 

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Video compression with low complexity CNN-based spatial resolution adaptation

Jul 29, 2020
Di Ma, Fan Zhang, David R. Bull


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MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering

Jul 14, 2020
Di Ma, Fan Zhang, David R. Bull


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MediaPipe Hands: On-device Real-time Hand Tracking

Jun 18, 2020
Fan Zhang, Valentin Bazarevsky, Andrey Vakunov, Andrei Tkachenka, George Sung, Chuo-Ling Chang, Matthias Grundmann

* 5 pages, 7 figures; CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Seattle, WA, USA, 2020 

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BlazePose: On-device Real-time Body Pose tracking

Jun 17, 2020
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, Matthias Grundmann

* 4 pages, 6 figures; CVPR Workshop on Computer Vision for Augmented and Virtual Reality, Seattle, WA, USA, 2020 

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Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification

Jun 15, 2020
Fan Zhang, MinChao Yan, Chen Hu, Jun Ni, Fei Ma


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MultiResolution Attention Extractor for Small Object Detection

Jun 10, 2020
Fan Zhang, Licheng Jiao, Lingling Li, Fang Liu, Xu Liu

* 11 pages, 5 figures 

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Distributional Robust Batch Contextual Bandits

Jun 10, 2020
Nian Si, Fan Zhang, Zhengyuan Zhou, Jose Blanchet

* The short version has been accepted in ICML 2020 

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The global information for land cover classification by dual-branch deep learning

May 30, 2020
Fan Zhang, MinChao Yan, Chen Hu, Jun Ni, Fei Ma


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Active Fuzzing for Testing and Securing Cyber-Physical Systems

May 28, 2020
Yuqi Chen, Bohan Xuan, Christopher M. Poskitt, Jun Sun, Fan Zhang

* Accepted by the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2020) 

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FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects

May 16, 2020
Loraine Franke, Daniel Karl I. Weidele, Fan Zhang, Suheyla Cetin-Karayumak, Steve Pieper, Lauren J. O'Donnell, Yogesh Rathi, Daniel Haehn

* 10 pages, 9 figures 

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Defending Model Inversion and Membership Inference Attacks via Prediction Purification

May 08, 2020
Ziqi Yang, Bin Shao, Bohan Xuan, Ee-Chien Chang, Fan Zhang


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Encoding in the Dark Grand Challenge: An Overview

May 07, 2020
Nantheera Anantrasirichai, Fan Zhang, Alexandra Malyugina, Paul Hill, Angeliki Katsenou


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Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting

May 05, 2020
Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai

* Accepted by CVPR2020 

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AIBench: An Industry Standard AI Benchmark Suite from Internet Services

Apr 30, 2020
Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye


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TRAKO: Efficient Transmission of Tractography Data for Visualization

Apr 26, 2020
Daniel Haehn, Loraine Franke, Fan Zhang, Suheyla Cetin Karayumak, Steve Pieper, Lauren O'Donnell, Yogesh Rathi


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BVI-DVC: A Training Database for Deep Video Compression

Mar 30, 2020
Di Ma, Fan Zhang, David R. Bull


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Three-branch and Mutil-scale learning for Fine-grained Image Recognition (TBMSL-Net)

Mar 27, 2020
Fan Zhang, Guisheng Zhai, Meng Li, Yizhao Liu


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AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite

Feb 17, 2020
Wanling Gao, Fei Tang, Jianfeng Zhan, Chuanxin Lan, Chunjie Luo, Lei Wang, Jiahui Dai, Zheng Cao, Xiongwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Xu Wen, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye

* 25 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:1908.08998 

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Residual-Recursion Autoencoder for Shape Illustration Images

Feb 06, 2020
Qianwei Zhou, Peng Tao, Xiaoxin Li, Shengyong Chen, Fan Zhang, Haigen Hu


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Concurrently Extrapolating and Interpolating Networks for Continuous Model Generation

Jan 12, 2020
Lijun Zhao, Jinjing Zhang, Fan Zhang, Anhong Wang, Huihui Bai, Yao Zhao

* 13 pages, 9 figures 

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Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural Networks

Dec 17, 2019
Fan Zhang, Miao Hu

* Proceedings of ACM Journal on Emerging Technologies in Computing (JETC) SI: Nanoelectronic Device, Circuit, Architecture Design. arXiv admin note: text overlap with arXiv:1810.02225 

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Defects Mitigation in Resistive Crossbars for Analog Vector Matrix Multiplication

Dec 17, 2019
Fan Zhang, Miao Hu

* Proceedings of the 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 2020 

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Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making

Dec 01, 2019
Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, MingDe Lin, Aaron Abajian, James S. Duncan

* Accepted by NeurIPS workshop MED-NeurIPS 2019 

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Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set

Nov 18, 2019
Fan Zhang, Hao Wang, Jiashan Wang, Kai Yang

* 25 pages, 7 tables 

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