21 results found Sort:

open-mmlab
mmpretrain open-mmlab
1.1k
3.5k
apache-2.0
30
OpenMMLab Pre-training Toolbox and Benchmark
mae beit clip moco resnet pytorch convnext mobilenet multimodal deep-learning swin-transformer pretrained-models vision-transformer image-classification constrastive-learning masked-image-modeling self-supervised-learning
Created 2020-07-09
974 commits to main branch, last one about a month ago
open-mmlab
mmselfsup open-mmlab
432
3.2k
apache-2.0
45
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
mae beit moco simclr pytorch simsiam masked-image-modeling unsupervised-learning self-supervised-learning
Created 2020-06-12
654 commits to main branch, last one about a year ago
keyu-tian
SparK keyu-tian
86
1.5k
mit
27
[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...
cnn mae ssl bert iclr convnet pytorch iclr2023 pretrain mask-rcnn pretraining deep-learning object-detection pre-trained-model masked-autoencoder sparse-convolution instance-segmentation masked-image-modeling self-supervised-learning convolutional-neural-networks
Created 2023-01-05
90 commits to main branch, last one 11 months ago
microsoft
SimMIM microsoft
88
935
mit
23
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
swin-transformer image-classification masked-image-modeling self-supervised-learning
Created 2021-11-18
10 commits to main branch, last one 2 years ago
Westlake-AI
openmixup Westlake-AI
61
635
apache-2.0
17
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
mixup automix pytorch imagenet benchmark awesome-mim awesome-list awesome-mixup deep-learning data-generation machine-learning data-augmentation vision-transformer image-classifcation contrastive-learning masked-image-modeling self-supervised-learning semi-supervised-learning
Created 2021-12-30
138 commits to main branch, last one about a month ago
Alpha-VL
ConvMAE Alpha-VL
42
489
mit
11
ConvMAE: Masked Convolution Meets Masked Autoencoders
mae backbone computer-vision object-detection masked-image-modeling semantic-segmentation
Created 2022-05-02
37 commits to main branch, last one about a year ago
hustvl
MIMDet hustvl
30
337
mit
10
[ICCV 2023] You Only Look at One Partial Sequence
mae transformer computer-vision object-detection vision-transformer instance-segmentation masked-image-modeling
Created 2022-04-01
61 commits to main branch, last one about a year ago
Lupin1998
Awesome-MIM Lupin1998
16
311
apache-2.0
7
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
gpt mae bert awesome-mim awesome-list pre-training deep-learning computer-vision masked-modeling generative-models masked-autoencoder vision-transformer masked-image-modeling representation-learning self-supervised-learning
Created 2022-07-30
76 commits to master branch, last one 2 months ago
implus
UM-MAE implus
20
241
other
5
Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"
mae coco ade20k swin-transformer masked-autoencoder masked-image-modeling imagenet-classification self-supervised-learning pyramid-vision-transformer hierarchical-vision-transformer
Created 2022-05-19
25 commits to main branch, last one 2 years ago
lxtGH
CAE lxtGH
22
193
unknown
5
This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"
context-autoencoder masked-image-modeling self-supervised-learning
Created 2022-06-04
11 commits to master branch, last one about a year ago
LayneH
GreenMIM LayneH
6
172
other
3
[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.
pytorch vision-transformer masked-image-modeling efficient-deep-learning self-supervised-learning
Created 2022-05-26
10 commits to main branch, last one about a year ago
dvlab-research
MOOD dvlab-research
6
133
unknown
3
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...
pytorch cvpr2023 ood-detection outlier-detection masked-image-modeling
Created 2023-02-06
38 commits to master branch, last one 5 months ago
Sense-X
MixMIM Sense-X
6
132
mit
8
MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning
transformer masked-image-modeling
Created 2022-05-19
5 commits to master branch, last one about a year ago
salesforce
MUST salesforce
12
106
bsd-3-clause
6
PyTorch code for MUST
clip self-training zero-shot-learning masked-image-modeling unsupervised-learning zero-shot-classification
Created 2022-05-24
8 commits to main branch, last one about a year ago
Atten4Vis
CAE Atten4Vis
8
96
unknown
3
This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"
vision-transformer context-autoencoder masked-image-modeling self-supervised-learning
Created 2023-05-08
8 commits to master branch, last one about a year ago
Haochen-Wang409
HPM Haochen-Wang409
7
89
apache-2.0
3
[CVPR'23] Hard Patches Mining for Masked Image Modeling
coco ade20k cvpr2023 imagenet computer-vision masked-autoencoder pattern-recognition masked-image-modeling unsupervised-learning self-supervised-learning
Created 2023-03-08
4 commits to master branch, last one about a year ago
ariG23498
mae-scalable-vision-learners ariG23498
15
76
mit
5
A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners
keras autoencoder tensorflow2 masked-image-modeling self-supervised-learning
Created 2021-11-16
53 commits to master branch, last one 2 years ago
liuxingbin
dbot liuxingbin
8
52
apache-2.0
4
[ICLR2024] Exploring Target Representations for Masked Autoencoders
ssl dbot masked-image-modeling unsupervised-learning representation-learning
Created 2022-11-03
7 commits to main branch, last one 11 months ago
aicip
Cross-Scale-MAE aicip
2
41
other
8
[NIPS'23] Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"
remote-sensing computer-vision masked-image-modeling representation-learning self-supervised-learning
Created 2024-01-15
1 commits to main branch, last one 11 months ago
bwconrad
can bwconrad
7
37
mit
2
PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".
pytorch pytorch-lightning contrastive-learning masked-image-modeling self-supervised-learning
Created 2022-11-16
11 commits to main branch, last one about a year ago
stoneMo
DeepAVFusion stoneMo
2
25
apache-2.0
6
Official codebase for "Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling".
masked-autoencoder attention-mechanism multimodal-learning audio-visual-learning masked-image-modeling sound-source-separation self-supervised-learning transformer-architecture sound-source-localization audio-visual-correspondence
Created 2023-12-02
6 commits to main branch, last one 4 months ago