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Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning


Aug 21, 2021
Di Chen, Yiwei Bai, Sebastian Ament, Wenting Zhao, Dan Guevarra, Lan Zhou, Bart Selman, R. Bruce van Dover, John M. Gregoire, Carla P. Gomes


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Advances In Video Compression System Using Deep Neural Network: A Review And Case Studies


Jan 16, 2021
Dandan Ding, Zhan Ma, Di Chen, Qingshuang Chen, Zoe Liu, Fengqing Zhu


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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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