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Credit Assignment for Trained Neural Networks Based on Koopman Operator Theory


Dec 02, 2022
Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang

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* 9 pages, 4 figures 

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Safety Verification for Neural Networks Based on Set-boundary Analysis


Oct 09, 2022
Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue

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* 19 pages, 7 figures 

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GANet: Goal Area Network for Motion Forecasting


Sep 20, 2022
Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang

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A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation


Jun 11, 2022
Wenjing Yang, Ganghua Wang, Enmao Diao, Vahid Tarokh, Jie Ding, Yuhong Yang

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Recent Advances for Quantum Neural Networks in Generative Learning


Jun 07, 2022
Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao

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* The first two authors contributed equally to this work 

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A Separable Temporal Convolution Neural Network with Attention for Small-Footprint Keyword Spotting


Sep 01, 2021
Shenghua Hu, Jing Wang, Yujun Wang, Lidong Yang, Wenjing Yang

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* arXiv admin note: text overlap with arXiv:2108.12146 

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Separable Temporal Convolution plus Temporally Pooled Attention for Lightweight High-performance Keyword Spotting


Aug 27, 2021
Shenghua Hu, Jing Wang, Yujun Wang, Wenjing Yang

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TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation


Jun 11, 2021
Haoang Chi, Feng Liu, Wenjing Yang, Long Lan, Tongliang Liu, Bo Han, William K. Cheung, James T. Kwok

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Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication


Jun 05, 2021
Yuanyuan Bao, Yanze Xu, Na Xu, Wenjing Yang, Hongfeng Li, Shicong Li, Yongtao Jia, Fei Xiang, Jincheng He, Ming Li

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Conditional Variational Capsule Network for Open Set Recognition


Apr 19, 2021
Yunrui Guo, Guglielmo Camporese, Wenjing Yang, Alessandro Sperduti, Lamberto Ballan

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