Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification

Chetan Madan, Aarjav Satia, Soumen Basu +3

Masked Autoencoders (MAEs) have emerged as a dominant strategy for self-supervised representation learning in natural images, where models are pre-trained to reconstruct masked pat…