Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/EdisonLeeeee/Awesome-Masked-Autoencoders
A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).
mae masked-autoencoder self-supervised-learning
Last synced: 17 Jun 2024
https://github.com/megvii-research/RevCol
Official Code of Paper "Reversible Column Networks" "RevColv2"
cnn computer-vision iclr2023 mae pytorch transformer vit
Last synced: 14 Jun 2024
https://github.com/lartpang/PySODEvalToolkit
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
camouflaged-object-detection co-saliency co-salient-object-detection e-measure evaluation evaluation-framework evaluation-metrics evaluator f-measure fm-curve latex mae metrics metrics-visualization pr-curve python3 s-measure saliency saliency-detection salient-object-detection
Last synced: 29 May 2024
https://github.com/zzhanghub/eval-co-sod
PyTorch-Based Evaluation Tool for Co-Saliency Detection
auc average-precision co-saliency e-measure evaluation f-measure mae mean-absolute-error pr-curve python pytorch roc-curve s-measure salient-object-detection
Last synced: 28 May 2024
https://github.com/Lupin1998/Awesome-MIM
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
awesome-list awesome-mim bert computer-vision deep-learning generative-models gpt mae masked-autoencoder masked-image-modeling masked-modeling pre-training representation-learning self-supervised-learning vision-transformer
Last synced: 14 May 2024
https://github.com/hustvl/MIMDet
[ICCV 2023] You Only Look at One Partial Sequence
computer-vision instance-segmentation mae masked-image-modeling object-detection transformer vision-transformer
Last synced: 12 May 2024
https://github.com/implus/um-mae
Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"
ade20k coco hierarchical-vision-transformer imagenet-classification mae masked-autoencoder masked-image-modeling pyramid-vision-transformer self-supervised-learning swin-transformer
Last synced: 12 May 2024
https://github.com/open-mmlab/mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
beit mae masked-image-modeling moco pytorch self-supervised-learning simclr simsiam unsupervised-learning
Last synced: 20 Apr 2024
https://github.com/Alpha-VL/ConvMAE
ConvMAE: Masked Convolution Meets Masked Autoencoders
backbone computer-vision mae masked-image-modeling object-detection semantic-segmentation
Last synced: 20 Apr 2024
https://github.com/vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
barlow-twins byol contrastive-learning deepcluster dino mae masked-input-prediction moco nnclr nvidia-dali pytorch pytorch-lightning ressl self-supervised-learning simclr simsiam swav transformer-models vibcreg vicreg
Last synced: 16 Apr 2024
https://github.com/open-mmlab/mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer
Last synced: 05 Apr 2024
https://github.com/MCG-NJU/VideoMAE
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
action-recognition mae masked-autoencoder neurips-2022 pytorch self-supervised-learning transformer video-analysis video-representation-learning video-transformer video-understanding vision-transformer
Last synced: 05 Apr 2024
https://github.com/vitae-transformer/vitpose
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
deep-learning distillation mae pose-estimation pytorch self-supervised-learning vision-transformer
Last synced: 02 Apr 2024
https://github.com/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"
bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl
Last synced: 26 Mar 2024
https://github.com/sail-sg/Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan artificial-intelligence bert-model convnext cuda-programming deep-learning diffusion dreamfusion fairseq gpt2 mae optimizer pytorch resnet timm transformer-xl vit
Last synced: 17 Mar 2024
