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Student Helping Teacher: Teacher Evolution via Self-Knowledge Distillation


Oct 13, 2021
Zheng Li, Xiang Li, Lingfeng Yang, Jian Yang, Zhigeng Pan


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Feasible Architecture for Quantum Fully Convolutional Networks


Oct 05, 2021
Yusui Chen, Wenhao Hu, Xiang Li


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CENN: Conservative energy method based on neural network with subdomains for solving heterogeneous problems involving complex geometries


Sep 25, 2021
Yizheng Wang, Jia Sun, Xiang Li, Yinghua Liu

* 33 pages, 19 figures 

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Shape Control of Deformable Linear Objects with Offline and Online Learning of Local Linear Deformation Models


Sep 23, 2021
Mingrui Yu, Hanzhong Zhong, Xiang Li


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ARROCH Augmented Reality for Robots Collaborating with a Human


Sep 21, 2021
Kishan Chandan, Vidisha Kudalkar, Xiang Li, Shiqi Zhang


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Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics


Sep 14, 2021
Rahul Ghosh, Arvind Renganathan, Ankush Khandelwal, Xiaowei Jia, Xiang Li, John Neiber, Chris Duffy, Vipin Kumar

* Submitted to Science-Guided AI, SGAI-AAAI-21 

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Fine-Grained Few Shot Learning with Foreground Object Transformation


Sep 13, 2021
Chaofei Wang, Shiji Song, Qisen Yang, Xiang Li, Gao Huang

* Accepted by Neurocomputing 

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Cost-Effective Federated Learning in Mobile Edge Networks


Sep 12, 2021
Bing Luo, Xiang Li, Shiqiang Wang, Jianwei Huang, Leandros Tassiulas

* Accepted in IEEE JSAC Special Issue on Distributed Learning over Wireless Edge Networks. arXiv admin note: substantial text overlap with arXiv:2012.08336 

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Statistical Estimation and Inference via Local SGD in Federated Learning


Sep 03, 2021
Xiang Li, Jiadong Liang, Xiangyu Chang, Zhihua Zhang


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Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark


Aug 13, 2021
Kun Wang, Zhenyu Zhang, Zhiqiang Yan, Xiang Li, Baobei Xu, Jun Li, Jian Yang

* Accepted by ICCV 2021 

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RigNet: Repetitive Image Guided Network for Depth Completion


Jul 29, 2021
Zhiqiang Yan, Kun Wang, Xiang Li, Zhenyu Zhang, Baobei Xu, Jun Li, Jian Yang

* 10 pages, 5 figures, 4 tables 

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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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