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Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection


Apr 19, 2021
Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth

* NAACL'21 

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Individually Fair Gradient Boosting


Mar 31, 2021
Alexander Vargo, Fan Zhang, Mikhail Yurochkin, Yuekai Sun

* ICLR Camera-Ready Version 

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Robustifying Conditional Portfolio Decisions via Optimal Transport


Mar 30, 2021
Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye


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A Subjective Study on Videos at Various Bit Depths


Mar 18, 2021
Alex Mackin, Di Ma, Fan Zhang, David Bull

* 5 pages; 7 figures; 1 table 

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VMAF-based Bitrate Ladder Estimation for Adaptive Streaming


Mar 12, 2021
Angeliki V. Katsenou, Fan Zhang, Kyle Swanson, Mariana Afonso, Joel Sole, David R. Bull


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Enhancing VMAF through New Feature Integration and Model Combination


Mar 10, 2021
Fan Zhang, Angeliki Katsenou, Christos Bampis, Lukas Krasula, Zhi Li, David Bull

* 5 pages, 2 figures and 4 tables 

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Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning


Mar 08, 2021
Yan Jiao, Xiaocheng Tang, Zhiwei Qin, Shuaiji Li, Fan Zhang, Hongtu Zhu, Jieping Ye


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Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases


Mar 03, 2021
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou

* 15 pages. 10 figures, 3 tables 

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CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images


Feb 20, 2021
Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai

* 4 pages,3 figures, to be published in The IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation


Feb 03, 2021
Mingke Xu, Fan Zhang, Xiaodong Cui, Wei Zhang

* Accepted by ICASSP 2021 

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Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification


Feb 02, 2021
Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu


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Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification


Jan 07, 2021
Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang Xu, Chi Zhang, Peng Liu, Zhihong Zhang, Peng Yao, Ronald X. Xu

* 8 pages, 5 figures 

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CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement


Nov 26, 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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