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MAE for CIFAR,由于可用资源有限,我们仅在 cifar10 上测试模型。我们主要想重现这样的结果:使用 MAE 预训练 ViT 可以比直接使用标签进行监督学习训练获得更好的结果。这应该是自我监督学习比监督学习更有效的数据的证据。

Jupyter Notebook 66 7 Updated May 12, 2023

Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"

Python 121 13 Updated Jan 9, 2024

Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805

Python 75 16 Updated Aug 18, 2023