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Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges


Jan 16, 2023
Yushan Han, Hui Zhang, Huifang Li, Yi Jin, Congyan Lang, Yidong Li

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* 19 pages, 8 figures 

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Prototypical Residual Networks for Anomaly Detection and Localization


Dec 05, 2022
Hui Zhang, Zuxuan Wu, Zheng Wang, Zhineng Chen, Yu-Gang Jiang

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* 13 pages, 11 figures 

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Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation


Oct 30, 2022
Henghui Ding, Hui Zhang, Xudong Jiang

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* Pattern Recognition 133 (2023): 109018 
* Pattern Recognition (PR) 

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Searching a High-Performance Feature Extractor for Text Recognition Network


Sep 27, 2022
Hui Zhang, Quanming Yao, James T. Kwok, Xiang Bai

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CSL: A Large-scale Chinese Scientific Literature Dataset


Sep 12, 2022
Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang

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* to be published in COLING 2022 

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How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?


Jul 01, 2022
Tobias Goodwin-Allcock, Jason McEwen, Robert Gray, Parashkev Nachev, Hui Zhang

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* 12 pages, 5 figures 

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0/1 Deep Neural Networks via Block Coordinate Descent


Jun 19, 2022
Hui Zhang, Shenglong Zhou, Geoffrey Ye Li, Naihua Xiu

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A Unified Understanding of Deep NLP Models for Text Classification


Jun 19, 2022
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu

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* 14 pages, 10 figures 

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Enforcing Continuous Physical Symmetries in Deep Learning Network for Solving Partial Differential Equations


Jun 19, 2022
Zhi-Yong Zhang, Hui Zhang, Li-Sheng Zhang, Lei-Lei Guo

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Neural Network Decoders for Permutation Codes Correcting Different Errors


Jun 07, 2022
Yeow Meng Chee, Hui Zhang

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