Popular GitHub Repositories for Masked Image Modeling

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

ConvMAE: Masked Convolution Meets Masked Autoencoders

[ICCV 2023] You Only Look at One Partial Sequence

MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning

[ICLR2024] Exploring Target Representations for Masked Autoencoders

PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".

MambaMIM: Pre-training Mamba with State Space Token-interpolation

Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)

Pytorch reimplementation of "A Unified View of Masked Image Modeling".

Self-Supervised Representation Learning of Semiconductor Wafer Maps using PyTorch