8/ Patches Are All You Need – proposes ConvMixer, a parameter-efficient fully-convolutional model which replaces self-attention and MLP layers in ViTs with less-expressive depthwise and pointwise convolutional layers.
ConvMixer: Parameter-Efficient Alternative to Vision Transformers
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