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2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· 2022

A ConvNet for the 2020s

Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer et al.

Short summary

ConvNeXt, a pure convolutional neural network (ConvNet), matches and exceeds the performance of Vision Transformers (ViTs) on image classification, object detection, and semantic segmentation tasks.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science