Lightweight and efficient asymmetric network design for real-time semantic segmentation
Sign Up to like & getrecommendations! Published in 2022 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02437-9
Abstract: With the increasing demand for application scenarios such as autonomous driving and drone aerial photography, it has become a challenging problem that how to achieve the best trade-off between segmentation accuracy and inference speed while… read more here.
Keywords: asymmetric network; real time; efficient asymmetric; segmentation ... See more keywords
An Efficient Asymmetric Nonlinear Activation Function for Deep Neural Networks
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DOI: 10.3390/sym14051027
Abstract: As a key step to endow the neural network with nonlinear factors, the activation function is crucial to the performance of the network. This paper proposes an Efficient Asymmetric Nonlinear Activation Function (EANAF) for deep… read more here.
Keywords: activation function; function; asymmetric nonlinear; nonlinear activation ... See more keywords