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Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression

Dec 23, 2020
Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li

* Proceedings of International Conference on Information Processing in Medical Imaging (IPMI 2017) 

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Learning to Learn Variational Semantic Memory

Oct 20, 2020
Xiantong Zhen, Yingjun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao

* accepted to NeurIPS 2020; code is available in https://github.com/YDU-uva/VSM 

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Learning to Learn with Variational Information Bottleneck for Domain Generalization

Jul 15, 2020
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

* 15 pages, 4 figures, ECCV2020 

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Learning to Learn Kernels with Variational Random Features

Jun 11, 2020
Xiantong Zhen, Haoliang Sun, Yingjun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek

* ICML'2020; code is available in: https://github.com/Yingjun-Du/MetaVRF 

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Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking

Jul 11, 2019
Xiaolong Jiang, Peizhao Li, Yanjing Li, Xiantong Zhen


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Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network

Mar 03, 2019
Xiaolong Jiang, Zehao Xiao, Baochang Zhang, Xiantong Zhen, Xianbin Cao, David Doermann, Ling Shao


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Two-Stream Multi-Task Network for Fashion Recognition

Feb 01, 2019
Peizhao Li, Yanjing Li, Xiaolong Jiang, Xiantong Zhen


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Model-free Tracking with Deep Appearance and Motion Features Integration

Dec 16, 2018
Xiaolong Jiang, Peizhao Li, Xiantong Zhen, Xianbin Cao

* 10 pages, 10 figures. Accepted in IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 

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In Defense of Single-column Networks for Crowd Counting

Aug 18, 2018
Ze Wang, Zehao Xiao, Kai Xie, Qiang Qiu, Xiantong Zhen, Xianbin Cao


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The Structure Transfer Machine Theory and Applications

Apr 01, 2018
Baochang Zhang, Lian Zhuo, Ze Wang, Jungong Han, Xiantong Zhen


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Towards Direct Medical Image Analysis without Segmentation

Oct 21, 2015
Xiantong Zhen, Shuo Li

* 2 pages perspective 

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