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PC-GAIN: Pseudo-label Conditional Generative Adversarial Imputation Networks for Incomplete Data

Nov 16, 2020
Yufeng Wang, Dan Li, Xiang Li, Min Yang

* 16pages 

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Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs

Oct 31, 2020
Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang


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3D Meta-Registration: Learning to Learn Registration of 3D Point Clouds

Oct 22, 2020
Lingjing Wang, Yu Hao, Xiang Li, Yi Fang


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3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence

Oct 21, 2020
Hao Huang, Lingjing Wang, Xiang Li, Yi Fang


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Reading Comprehension as Natural Language Inference: A Semantic Analysis

Oct 04, 2020
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula


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Deep-3DAligner: Unsupervised 3D Point Set Registration Network With Optimizable Latent Vector

Sep 29, 2020
Lingjing Wang, Xiang Li, Yi Fang

* arXiv admin note: substantial text overlap with arXiv:2006.06200 

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Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks

Sep 18, 2020
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula


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Unsupervised Partial Point Set Registration via Joint Shape Completion and Registration

Sep 11, 2020
Xiang Li, Lingjing Wang, Yi Fang

* 10 pages 

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Object Detection in the Context of Mobile Augmented Reality

Aug 15, 2020
Xiang Li, Yuan Tian, Fuyao Zhang, Shuxue Quan, Yi Xu

* accepted to IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2020 

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Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data

Aug 14, 2020
Bin Gu, Zhiyuan Dang, Xiang Li, Heng Huang


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Robust Image Matching By Dynamic Feature Selection

Aug 13, 2020
Hao Huang, Jianchun Chen, Xiang Li, Lingjing Wang, Yi Fang


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GP-Aligner: Unsupervised Non-rigid Groupwise Point Set Registration Based On Optimized Group Latent Descriptor

Jul 25, 2020
Lingjing Wang, Xiang Li, Yi Fang


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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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3DMotion-Net: Learning Continuous Flow Function for 3D Motion Prediction

Jun 24, 2020
Shuaihang Yuan, Xiang Li, Anthony Tzes, Yi Fang

* 8 pages, 7 figures 

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DeepTracking-Net: 3D Tracking with Unsupervised Learning of Continuous Flow

Jun 24, 2020
Shuaihang Yuan, Xiang Li, Yi Fang

* 16 pages, 6 figures 

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Unsupervised Learning of Global Registration of Temporal Sequence of Point Clouds

Jun 17, 2020
Lingjing Wang, Yi Shi, Xiang Li, Yi Fang


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Few-shot Object Detection on Remote Sensing Images

Jun 16, 2020
Jingyu Deng, Xiang Li, Yi Fang

* 12pages, 7 figures 

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Unsupervised Learning of 3D Point Set Registration

Jun 11, 2020
Lingjing Wang, Xiang Li, Yi Fang


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Geometry-Aware Segmentation of Remote Sensing Images via implicit height estimation

Jun 10, 2020
Xiang Li, Yi Fang

* 13 pages, 10 figures 

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Modeling Discourse Structure for Document-level Neural Machine Translation

Jun 08, 2020
Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su


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CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data

Jun 08, 2020
Xiang Li, Ben Kao, Caihua Shan, Dawei Yin, Martin Ester


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Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection

Jun 08, 2020
Xiang Li, Wenhai Wang, Lijun Wu, Shuo Chen, Xiaolin Hu, Jun Li, Jinhui Tang, Jian Yang

* 14 pages, 14 figures 

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Height estimation from single aerial images using a deep ordinal regression network

Jun 04, 2020
Xiang Li, Mingyang Wang, Yi Fang

* 5 pages, 3 figures 

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One-Shot Object Detection without Fine-Tuning

May 08, 2020
Xiang Li, Lin Zhang, Yau Pun Chen, Yu-Wing Tai, Chi-Keung Tang


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A Concise yet Effective model for Non-Aligned Incomplete Multi-view and Missing Multi-label Learning

May 03, 2020
Xiang Li, Songcan Chen

* 9 pages, 4 figures 

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Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network

Apr 20, 2020
Congcong Wen, Xiang Li, Xiaojing Yao, Ling Peng, Tianhe Chi


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TEDL: A Text Encryption Method Based on Deep Learning

Mar 11, 2020
Xiang Li, Peng Wang


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Adversarial Multimodal Representation Learning for Click-Through Rate Prediction

Mar 07, 2020
Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng

* Accepted to WWW 2020, 10 pages 

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Communication-Efficient Distributed SVD via Local Power Iterations

Feb 19, 2020
Xiang Li, Shusen Wang, Kun Chen, Zhihua Zhang


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