Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders: A Novel Approach for Self-Supervised Learning

CropMAE introduces a novel self-supervised learning method that efficiently learns object-centric representations without explicit motion, offering faster training and competitive performances.