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PVTv2: Improved Baselines with Pyramid Vision Transformer


Jul 17, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* Technical Report 

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Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes


Jul 07, 2021
Xiang Li, Lingjing Wang, Yi Fang

* 14 pages 

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A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning


Jul 03, 2021
Wenchao Zhang, Chong Fu, Xiangshi Chang, Tengfei Zhao, Xiang Li, Chiu-Wing Sham


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Adaptive Control for Robotic Manipulation of Deformable Linear Objects with Offline and Online Learning of Unknown Models


Jul 01, 2021
Mingrui Yu, Hanzhong Zhong, Fangxun Zhong, Xiang Li


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Augmented 2D-TAN: A Two-stage Approach for Human-centric Spatio-Temporal Video Grounding


Jun 20, 2021
Chaolei Tan, Zihang Lin, Jian-Fang Hu, Xiang Li, Wei-Shi Zheng

* A technical report on our solution for Person in Context(PIC) Challenge HCVG track at CVPR 2021 workshop 

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The Image Local Autoregressive Transformer


Jun 04, 2021
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, XiangYang Xue, Yanwei Fu


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Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning


May 31, 2021
Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang


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Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation


May 30, 2021
Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao

* To appear at ACL 2021 main conference 

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An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks


May 19, 2021
Cong Xu, Xiang Li, Min Yang

* 15 pages 

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PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text


May 09, 2021
Wenhai Wang, Enze Xie, Xiang Li, Xuebo Liu, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen

* Accepted to TPAMI 2021 

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Challenges and Outlook in Robotic Manipulation of Deformable Objects


May 04, 2021
Jihong Zhu, Andrea Cherubini, Claire Dune, David Navarro-Alarcon, Farshid Alambeigi, Dmitry Berenson, Fanny Ficuciello, Kensuke Harada, Xiang Li, Jia Pan, Wenzhen Yuan


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Deep Attributed Network Representation Learning via Attribute Enhanced Neighborhood


Apr 12, 2021
Cong Li, Min Shi, Bo Qu, Xiang Li


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Towards Multi-Scale Style Control for Expressive Speech Synthesis


Apr 08, 2021
Xiang Li, Changhe Song, Jingbei Li, Zhiyong Wu, Jia Jia, Helen Meng

* 5 pages, 4 figures, submitted to INTERSPEECH 2021 

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Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection


Mar 29, 2021
Varun Buch, Aoxiao Zhong, Xiang Li, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Dufan Wu, Hui Ren, Jiahui Guan, Andrew Liteplo, Sayon Dutta, Ittai Dayan, Quanzheng Li

* Varun Buch, Aoxiao Zhong and Xiang Li contribute equally to this work 

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Structure-Enhanced Meta-Learning For Few-Shot Graph Classification


Mar 11, 2021
Shunyu Jiang, Fuli Feng, Weijian Chen, Xiang Li, Xiangnan He

* Submitted to AI Open 

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Privacy-Preserving Distributed SVD via Federated Power


Mar 01, 2021
Xiao Guo, Xiang Li, Xiangyu Chang, Shusen Wang, Zhihua Zhang


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Bridging Unpaired Facial Photos And Sketches By Line-drawings


Feb 25, 2021
Meimei Shang, Fei Gao, Xiang Li, Jingjie Zhu, Lingna Dai

* accepted by ICASSP2021 

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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions


Feb 24, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* 13 pages, 6 figures, technical report 

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SceneRec: Scene-Based Graph Neural Networks for Recommender Systems


Feb 12, 2021
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma


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Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications


Jan 05, 2021
Xiang Li, Zhihua Zhang


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Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More


Jan 01, 2021
Xiulong Yang, Hui Ye, Yang Ye, Xiang Li, Shihao Ji


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