65 citations · 100 across the 12 of their papers we have counts for
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cs.CV2021★ 3 cited
Improving Image Restoration by Revisiting Global Information Aggregation
Xiaojie Chu, Liangyu Chen, Chengpeng Chen +1
Global operations, such as global average pooling, are widely used in top-performance image restorers. They aggregate global information from input features along entire spatial di…
cs.CV2021★ 65 cited
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition
Xiaohan Ding, Chunlong Xia, Xiangyu Zhang +3
We propose RepMLP, a multi-layer-perceptron-style neural network building block for image recognition, which is composed of a series of fully-connected (FC) layers. Compared to con…