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cs.CV2023
Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretching
Haibo Shen, Juyu Xiao, Yihao Luo +3
Neuromorphic vision sensors (event cameras) simulate biological visual perception systems and have the advantages of high temporal resolution, less data redundancy, low power consu…
cs.CV2023
Frequency and Scale Perspectives of Feature Extraction
Liangqi Zhang, Yihao Luo, Xiang Cao +2
Convolutional neural networks (CNNs) have achieved superior performance but still lack clarity about the nature and properties of feature extraction. In this paper, by analyzing th…
cs.CV2022★ 1 cited
Efficient CNN Architecture Design Guided by Visualization
Liangqi Zhang, Haibo Shen, Yihao Luo +4
Modern efficient Convolutional Neural Networks(CNNs) always use Depthwise Separable Convolutions(DSCs) and Neural Architecture Search(NAS) to reduce the number of parameters and th…