masked-image-modeling · GitHub Topics

#计算机科学#OpenMMLab Pre-training Toolbox and Benchmark

image-classification resnet mobilenet PyTorch 深度学习 swin-transformer beit clip constrastive-learning convnext masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal

Python 3.68 k

7 个月前

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

self-supervised-learning unsupervised-learning PyTorch moco simclr simsiam masked-image-modeling beit

Python 3.26 k

2 年前

keyu-tian / SparK

#计算机科学#[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...

bert convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution TLS (Transport Layer Security)cnn iclr 深度学习 object-detection PyTorch instance-segmentation mask-rcnn pretrain pretraining

Python 1.35 k

1 年前

microsoft / SimMIM

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

self-supervised-learning masked-image-modeling image-classification swin-transformer

Python 977

3 年前

Westlake-AI / openmixup

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

PyTorch Awesome Lists contrastive-learning data-augmentation imagenet masked-image-modeling mixup self-supervised-learning semi-supervised-learning vision-transformer 深度学习 benchmark data-generation 机器学习

Python 650

2 个月前

Alpha-VL / ConvMAE

ConvMAE: Masked Convolution Meets Masked Autoencoders

Backbone.js 机器视觉 masked-image-modeling object-detection semantic-segmentation

Python 507

2 年前

hustvl / MIMDet

[ICCV 2023] You Only Look at One Partial Sequence

机器视觉 object-detection vision-transformer masked-image-modeling transformer instance-segmentation

Python 341

2 年前

Lupin1998 / Awesome-MIM

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

Awesome Lists masked-image-modeling self-supervised-learning vision-transformer 机器视觉深度学习 pre-training bert gpt generative-models representation-learning

Python 333

2 个月前

implus / UM-MAE

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

ade20k coco imagenet-classification masked-image-modeling self-supervised-learning swin-transformer

Jupyter Notebook 242

3 年前

lxtGH / CAE

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

masked-image-modeling self-supervised-learning

Python 196

2 年前

LayneH / GreenMIM

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

efficient-deep-learning masked-image-modeling PyTorch self-supervised-learning vision-transformer

Python 173

2 年前

Sense-X / MixMIM

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

masked-image-modeling transformer

Python 142

2 年前

dvlab-research / MOOD

Official PyTorch implementation of MOOD series: (1) MOODv1: Rethinking Out-of-distributionDetection: Masked Image Modeling Is All You Need. (2) MOODv2: Masked Image Modeling for Out-of-Distribution...

outlier-detection cvpr2023 ood-detection PyTorch masked-image-modeling

Python 130

1 年前