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PoseTrackReID: Dataset Description

Nov 12, 2020
Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall


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Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation

Oct 30, 2020
Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes

* Accepted by IJCAI 2020 

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Block-term Tensor Neural Networks

Oct 10, 2020
Jinmian Yea, Guangxi Li, Di Chen, Haiqin Yang, Shandian Zhe, Zenglin Xu

* Neural Networks, 2020 
* 12 pages, 15 figures 

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Task-Based Learning

Nov 19, 2019
Di Chen, Yada Zhu, Xiaodong Cui, Carla P. Gomes

* This is a draft 

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Task-Based Learning via Task-Oriented Prediction Network

Oct 17, 2019
Di Chen, Yada Zhu, Xiaodong Cui, Carla P. Gomes


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Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization

Jul 28, 2019
Weisen Wang, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Jingyuan Yang, Feng He, Zhikun Yang, Di Chen, Dayong Ding, Youxin Chen, Xirong Li

* accepted by MICCAI 2019 

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Deep Reasoning Networks: Thinking Fast and Slow

Jun 04, 2019
Di Chen, Yiwei Bai, Wenting Zhao, Sebastian Ament, John M. Gregoire, Carla P. Gomes


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Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant

Feb 25, 2019
Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes


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How to "DODGE" Complex Software Analytics?

Feb 05, 2019
Amritanshu Agrawal, Wei Fu, Di Chen, Xipeng Shen, Tim Menzies

* 12 Pages, Submitted to TSE Jorunal 

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Bias Reduction via End-to-End Shift Learning: Application to Citizen Science

Nov 02, 2018
Di Chen, Carla P. Gomes


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Person Search via A Mask-Guided Two-Stream CNN Model

Jul 21, 2018
Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai

* accepted as poster to ECCV 2018 

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End-to-End Learning for the Deep Multivariate Probit Model

Jul 13, 2018
Di Chen, Yexiang Xue, Carla P. Gomes


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Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition

May 11, 2018
Jinmian Ye, Linnan Wang, Guangxi Li, Di Chen, Shandian Zhe, Xinqi Chu, Zenglin Xu

* CVPR2018 

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Texture Segmentation Based Video Compression Using Convolutional Neural Networks

Feb 08, 2018
Chichen Fu, Di Chen, Edward J. Delp, Zoe Liu, Fengqing Zhu


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BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition

Dec 15, 2017
Guangxi Li, Jinmian Ye, Haiqin Yang, Di Chen, Shuicheng Yan, Zenglin Xu


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Multi-Entity Dependence Learning with Rich Context via Conditional Variational Auto-encoder

Sep 17, 2017
Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes

* The first two authors contribute equally 

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Deep Multi-Species Embedding

Feb 21, 2017
Di Chen, Yexiang Xue, Shuo Chen, Daniel Fink, Carla Gomes

* 13 pages 

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Relative Error Embeddings for the Gaussian Kernel Distance

Sep 20, 2016
Di Chen, Jeff M. Phillips


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