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cs.CV2023
X-MLP: A Patch Embedding-Free MLP Architecture for Vision
Xinyue Wang, Zhicheng Cai, Chenglei Peng
Convolutional neural networks (CNNs) and vision transformers (ViT) have obtained great achievements in computer vision. Recently, the research of multi-layer perceptron (MLP) archi…
cs.CV2023
Learn to Enhance the Negative Information in Convolutional Neural Network
Zhicheng Cai, Chenglei Peng, Qiu Shen
This paper proposes a learnable nonlinear activation mechanism specifically for convolutional neural network (CNN) termed as LENI, which learns to enhance the negative information…