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10 repositories

PyTorch implementation of Masked Autoencoder

Python 283 56 Updated Jul 12, 2023

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Python 660 62 Updated Oct 15, 2025

This is a offical PyTorch/GPU implementation of SupMAE.

Jupyter Notebook 80 3 Updated Aug 30, 2022

Reading list for research topics in Masked Image Modeling

338 34 Updated Dec 3, 2024

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

Python 1,023 108 Updated Sep 29, 2022

Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"

Jupyter Notebook 245 20 Updated Dec 3, 2022

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

Python 198 21 Updated Jan 11, 2023

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

858 55 Updated Jul 10, 2024

Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)

Python 463 34 Updated May 9, 2022

Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.

Python 151 14 Updated Aug 10, 2022