masked-autoencoder 开源项目推荐（140 个）

OpenGVLab /InternVideo

[ECCV2024] 面向多模态理解的视频基础模型与数据

MCG-NJU /VideoMAE

[NeurIPS 2022聚焦] VideoMAE：屏蔽自动编码器是自我监督视频预训练的数据高效学习者

keyu-tian /SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

EdisonLeeeee /Awesome-Masked-Autoencoders

这是一集在与蒙面自编码器（MAE）之后或同时进行的文献集（Kaiming He el al.）。

Lupin1998 /Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

uncbiag /SimpleClick

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)

nttcslab /m2d

Masked Modeling Duo: Towards a Universal Audio Pre-training Framework

xyzforever /BEVT

PyTorch implementation of BEVT (CVPR 2022) https://arxiv.org/abs/2112.01529

ruiwang2021 /mvd

[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)

TonyLianLong /CrossMAE

Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders

Haochen-Wang409 /HPM

[CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling & Bootstrap Masked Visual Modeling via Hard Patch Mining

zubair-irshad /NeRF-MAE

[ECCV 2024]我们ECCV'24论文NeRF-MAE：用于神经辐射场自监督3D表示学习的蒙面自编码器中的Pytorch代码

habla-liaa /encodecmae

Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'

nttcslab /msm-mae

Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations

recursionpharma /maes_microscopy

Official repo for Recursion's accepted spotlight paper at NeurIPS 2023 Generative AI & Biology workshop.

rishikksh20 /AudioMAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders that Listen

MCG-NJU /VideoMAE-Action-Detection

[NeurIPS 2022 Spotlight] VideoMAE for Action Detection

HKUDS /MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

lucidrains /LVMAE-pytorch

Implementation of the proposed LVMAE, from the paper, Extending Video Masked Autoencoders to 128 frames, in Pytorch

naver-ai /augsub

[CVPR 2025] Official PyTorch implementation of MaskSub "Masking meets Supervision: A Strong Learning Alliance"