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Xin Ma
Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching

Jan 01, 2021
Xin Ma, Zhicheng Zhang, Danfeng Wang, Yu Luo, Hui Yuan

* 20 pages, 13 figures 
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Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning

Dec 08, 2020
Angelo Ziletti, Christoph Berns, Oliver Treichel, Thomas Weber, Jennifer Liang, Stephanie Kammerath, Marion Schwaerzler, Jagatheswari Virayah, David Ruau, Xin Ma, Andreas Mattern


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3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics

Nov 18, 2020
Huan Fu, Bowen Cai, Lin Gao, Lingxiao Zhang, Cao Li, Zengqi Xun, Chengyue Sun, Yiyun Fei, Yu Zheng, Ying Li, Yi Liu, Peng Liu, Lin Ma, Le Weng, Xiaohang Hu, Xin Ma, Qian Qian, Rongfei Jia, Binqiang Zhao, Hao Zhang

* Project page: https://tianchi.aliyun.com/specials/promotion/alibaba-3d-scene-dataset 
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Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion

Nov 10, 2020
Yuhe Ding, Xin Ma, Mandi Luo, Aihua Zheng, Ran He


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Free-Form Image Inpainting via Contrastive Attention Network

Oct 29, 2020
Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Zhenhua Chai, Xiaolin Wei, Ran He

* Accepted by ICPR 2020 
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Inspection-on-the-fly using Hybrid Physical Interaction Control for Aerial Manipulators

Oct 19, 2020
Abbaraju Praveen, Xin Ma, Harikrishnan Manoj, Vishnunandan LN. Venkatesh, Mo Rastgaar, Richard M. Voyles

* 2020 IEEE International Conference on Intelligent Robots and Systems (IROS) 
 * This paper has been accept for IROS 2020 publication 
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Style-based Variational Autoencoder for Real-World Super-Resolution

Dec 21, 2019
Xin Ma, Yi Li, Huaibo Huang, Mandi Luo, Tanhao Hu, Ran He


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Multi-resolution Graph Neural Network for Identifying Disease-specific Variations in Brain Connectivity

Dec 03, 2019
Xin Ma, Guorong Wu, Won Hwa Kim


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Fast and Incremental Loop Closure Detection Using Proximity Graphs

Nov 25, 2019
Shan An, Guangfu Che, Fangru Zhou, Xianglong Liu, Xin Ma, Yu Chen

* 8 pages, 6 figures, IROS 2019 
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Batch Normalization Sampling

Nov 02, 2018
Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Xin Ma, Yuan Xie


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Crossbar-aware neural network pruning

Jul 25, 2018
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie


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A brief introduction to the Grey Machine Learning

May 04, 2018
Xin Ma

* Awarded by the Joint Conference of 2018 International Congress of Grey Systems and Uncertainty Analysis (GSUA) and 32nd Workshop of Grey System Society of China (GSSC) as the Excellent Paper 
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