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Nonlinear Hawkes Processes in Time-Varying System


Jun 09, 2021
Feng Zhou, Quyu Kong, Yixuan Zhang, Cheng Feng, Jun Zhu


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Unsupervised Classification for Polarimetric SAR Data Using Variational Bayesian Wishart Mixture Model with Inverse Gamma-Gamma Prior


Apr 04, 2021
Shijie Ren, Feng Zhou, Changlong Wang


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MagFace: A Universal Representation for Face Recognition and Quality Assessment


Apr 03, 2021
Qiang Meng, Shichao Zhao, Zhida Huang, Feng Zhou

* IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 
* accepted at CVPR 2021, Oral 

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Predicting Driver Fatigue in Automated Driving with Explainability


Mar 03, 2021
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev Kochhar, Walter Talamonti, Louis Tijerina


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Combat COVID-19 Infodemic Using Explainable Natural Language Processing Models


Mar 01, 2021
Jackie Ayoub, X. Jessie Yang, Feng Zhou


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Searching for Alignment in Face Recognition


Feb 10, 2021
Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei

* Accepted by AAAI 2021 

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Modeling Dispositional and Initial learned Trust in Automated Vehicles with Predictability and Explainability


Dec 25, 2020
Jackie Ayoub, X. Jessie Yang, Feng Zhou


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Visible Feature Guidance for Crowd Pedestrian Detection


Sep 16, 2020
Zhida Huang, Kaiyu Yue, Jiangfan Deng, Feng Zhou

* Technical report; To appear at ECCV 2020 RLQ Workshop 

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Matching Guided Distillation


Aug 23, 2020
Kaiyu Yue, Jiangfan Deng, Feng Zhou

* ECCV 2020 Camera-Ready. Project: http://kaiyuyue.com/mgd 

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Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression


Jun 30, 2020
Feng Zhou, Tao Chen, Baiying Lei


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Efficient Inference of Nonparametric Interaction in Spiking-neuron Networks


Jun 23, 2020
Feng Zhou, Yixuan Zhang, Jun Zhu


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Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes


Jun 16, 2020
Simon Luo, Feng Zhou, Lamiae Azizi, Mahito Sugiyama

* 14 pages, 8 figures, pre-print 

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Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing


Mar 18, 2020
Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin, Qiusheng Zhou, Feng Zhou, Zhen Lei

* Accepted by CVPR2020 (oral) 

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Searching Central Difference Convolutional Networks for Face Anti-Spoofing


Mar 09, 2020
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao

* Accepted by CVPR2020 

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Deep Variational Luenberger-type Observer for Stochastic Video Prediction


Feb 12, 2020
Dong Wang, Feng Zhou, Zheng Yan, Guang Yao, Zongxuan Liu, Wennan Ma, Cewu Lu


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Examining the Effects of Emotional Valence and Arousal on Takeover Performance in Conditionally Automated Driving


Jan 13, 2020
Na Du, Feng Zhou, Elizabeth Pulver, Dawn M. Tilbury, Lionel P. Robert, Anuj K. Pradhan, X. Jessie Yang

* 28 pages, 7 figures 

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Scalable Inference for Nonparametric Hawkes Process Using P贸lya-Gamma Augmentation


Oct 29, 2019
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen


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Recognizing Part Attributes with Insufficient Data


Aug 13, 2019
Xiangyun Zhao, Yi Yang, Feng Zhou, Xiao Tan, Yuchen Yuan, Yingze Bao, Ying Wu

* To appear in ICCV 2019 

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Efficient EM-Variational Inference for Hawkes Process


May 29, 2019
Feng Zhou


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Compact Generalized Non-local Network


Nov 01, 2018
Kaiyu Yue, Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding, Fuxin Xu

* Technical report; To appear at NIPS 2018; Code is available at https://github.com/KaiyuYue/cgnl-network.pytorch 

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Fine-grained Video Categorization with Redundancy Reduction Attention


Oct 26, 2018
Chen Zhu, Xiao Tan, Feng Zhou, Xiao Liu, Kaiyu Yue, Errui Ding, Yi Ma

* Correcting a typo in ECCV version 

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Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories


Oct 19, 2018
Yaming Wang, Xiao Tan, Yi Yang, Ziyu Li, Xiao Liu, Feng Zhou, Larry S. Davis

* arXiv admin note: text overlap with arXiv:1806.04314 

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Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition


Jun 14, 2018
Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding


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3D Pose Estimation for Fine-Grained Object Categories


Jun 13, 2018
Yaming Wang, Xiao Tan, Yi Yang, Xiao Liu, Errui Ding, Feng Zhou, Larry S. Davis


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Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model


May 02, 2018
Feng Zhou, Shu Kong, Charless Fowlkes, Tao Chen, Baiying Lei

* code: http://www.ics.uci.edu/~skong2/DimensionalEmotionModel.html 

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Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network


Nov 12, 2017
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John Paisley


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