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Dong Xu

Department of Electrical Engineering and Computer Science, University of Missouri, Columbia

CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network


May 26, 2021
Jinyang Guo, Dong Xu, Guo Lu

* Submitted to T-IP 

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FVC: A New Framework towards Deep Video Compression in Feature Space


May 20, 2021
Zhihao Hu, Guo Lu, Dong Xu

* CVPR2021(oral) 

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VoxelContext-Net: An Octree based Framework for Point Cloud Compression


May 05, 2021
Zizheng Que, Guo Lu, Dong Xu

* CVPR2021 

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Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds


Apr 14, 2021
Bowen Cheng, Lu Sheng, Shaoshuai Shi, Ming Yang, Dong Xu

* CVPR2021 

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VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation


Mar 26, 2021
Jiayi Tian, Jing Zhang, Wen Li, Dong Xu


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Salient Object Detection via Integrity Learning


Feb 21, 2021
Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao


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Inception Convolution with Efficient Dilation Search


Dec 25, 2020
Jie Liu, Chuming Li, Feng Liang, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang, Dong Xu


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Human-centric Spatio-Temporal Video Grounding With Visual Transformers


Nov 10, 2020
Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu

* 9pages, 5 figures, under review 

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Deep Learning Analysis and Age Prediction from Shoeprints


Nov 07, 2020
Muhammad Hassan, Yan Wang, Di Wang, Daixi Li, Yanchun Liang, You Zhou, Dong Xu

* 24 pages, 20 Figures 

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A Method of Generating Measurable Panoramic Image for Indoor Mobile Measurement System


Oct 27, 2020
Hao Ma, Jingbin Liu, Zhirong Hu, Hongyu Qiu, Dong Xu, Zemin Wang, Xiaodong Gong, Sheng Yang


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A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System


Oct 27, 2020
Hao Ma, Jingbin Liu, Keke Liu, Hongyu Qiu, Dong Xu, Zemin Wang, Xiaodong Gong, Sheng Yang


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Improving Deep Video Compression by Resolution-adaptive Flow Coding


Sep 13, 2020
Zhihao Hu, Zhenghao Chen, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu

* ECCV 2020(oral) 

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Simulating multi-exit evacuation using deep reinforcement learning


Jul 11, 2020
Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li

* 25 pages, 5 figures, submitted to Transactions in GIS 

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Structured Stochastic Quasi-Newton Methods for Large-Scale Optimization Problems


Jun 17, 2020
Minghan Yang, Dong Xu, Yongfeng Li, Zaiwen Wen, Mengyun Chen


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Sketchy Empirical Natural Gradient Methods for Deep Learning


Jun 16, 2020
Minghan Yang, Dong Xu, Yongfeng Li, Zaiwen Wen, Mengyun Chen


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Content Adaptive and Error Propagation Aware Deep Video Compression


Mar 25, 2020
Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao

* First two authors contributed equally 

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Channel Pruning Guided by Classification Loss and Feature Importance


Mar 15, 2020
Jinyang Guo, Wanli Ouyang, Dong Xu

* AAAI2020 

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A Unified End-to-End Framework for Efficient Deep Image Compression


Feb 11, 2020
Jiaheng Liu, Guo Lu, Zhihao Hu, Dong Xu

* have been submitted to journal 

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Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks


Dec 28, 2019
Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang

* 4 pages, 3 figures, submitted to the 2020 IEEE International Geoscience and Remote Sensing Symposium 

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IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes


Oct 03, 2019
Zehui Yao, Boyan Zhang, Zhiyong Wang, Wanli Ouyang, Dong Xu, Dagan Feng


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Formal Language Constraints for Markov Decision Processes


Oct 02, 2019
Eleanor Quint, Dong Xu, Haluk Dogan, Zeynep Hakguder, Stephen Scott, Matthew Dwyer

* NeurIPS 2019 Workshop on Safety and Robustness in Decision Making 

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Refactoring Neural Networks for Verification


Aug 06, 2019
David Shriver, Dong Xu, Sebastian Elbaum, Matthew B. Dwyer


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Detection of Malfunctioning Smart Electricity Meter


Jul 26, 2019
Ming Liu, Dongpeng Liu, Guangyu Sun, Yi Zhao, Duolin Wang, Fangxing Liu, Xiang Fang, Qing He, Dong Xu


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Improving Action Localization by Progressive Cross-stream Cooperation


May 28, 2019
Rui Su, Wanli Ouyang, Luping Zhou, Dong Xu

* CVPR2019 

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Gated Group Self-Attention for Answer Selection


May 26, 2019
Dong Xu, Jianhui Ji, Haikuan Huang, Hongbo Deng, Wu-Jun Li


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