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  1. No Access

    Article

    Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks

    Traditional CNN head for classification tasks typically consists of a global average pooling layer before the last fully-connected classifier. However, such a simple and light-weighted head lacks the ability o...

    Zhenyu Lou, **n Ye, Luoming Zhang, Weijia Wu, Yefei He… in Neural Processing Letters (2023)

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    Article

    Root quantization: a self-adaptive supplement STE

    Low precision deep neural network model quantization can further reveal stronger abilities of models such as shorter inference time, lower energy consumption and memory usage, but meanwhile induce performance ...

    Luoming Zhang, Yefei He, Zhenyu Lou, **n Ye, Yuxing Wang, Hong Zhou in Applied Intelligence (2023)