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vturrisi /solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

pytorch dino mae moco self-supervised-learning byol nvidia-dali transformer-models pytorch-lightning simclr contrastive-learning deepcluster simsiam swav barlow-twins vicreg nnclr ressl vibcreg masked-input-prediction

UpdatedFeb 17, 2025
Python

sthalles /PyTorch-BYOL

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

deep-learning pytorch representation-learning unsupervised-learning self-supervised-learning byol simclr

UpdatedJun 9, 2022
Jupyter Notebook

nttcslab /byol-a

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation

audio ntt byol byol-pytorch byol-a

UpdatedApr 26, 2023
Python

p-giakoumoglou /pyssl

Self-Supervised Learning in PyTorch

ssl pytorch dino moco self-supervised-learning pytorch-implementation byol simclr contrastive-learning simclrv2 simsiam moco-v2 swav barlow-twins barlowtwins mocov2 supcon moco-v3 simclr-v2 mocov3

UpdatedMar 14, 2024
Python

Spijkervet /BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

deep-learning pytorch self-supervised-learning byol

UpdatedJul 12, 2022
Python

yaox12 /BYOL-PyTorch

PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

pytorch self-supervised-learning pytorch-implementation byol pretrained-model byol-pytorch

UpdatedSep 16, 2020
Python

V2AI /SelfSup

Collections of self-supervised methods, based on cvpods.

classification imagenet simo self-supervised cifar-10 byol simclr contrastive-learning simsiam moco-v2 swav barlow-twins eqco cvpods point-contrast scrl det-con selfsup

UpdatedAug 21, 2021
Python

Neclow /SERAB

SERAB: a multi-lingual benchmark for speech emotion recognition

benchmark deep-learning scikit-learn pytorch speech-processing emotion-recognition icassp self-supervised-learning byol byol-a

UpdatedDec 16, 2022
Python

theolepage /sslsv

Framework for training and evaluating self-supervised learning methods for speaker verification.

deep-learning pytorch speaker-recognition speaker-verification dino moco self-supervised-learning byol simclr deepcluster simsiam swav meta-project-show vicreg barlowtwins meta-project-order-1 meta-project-color-6ee5c7

UpdatedFeb 19, 2025
Python

wgcban /mix-bt

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

imagenet representation-learning knn-classification cifar-10 linear-probing mixup cifar-100 self-supervised-learning stl-10 byol tiny-imagenet simclr contrastive-learning barlow-twins

UpdatedJan 19, 2024
Python

pritamqu /OOD-VSSL

[NeurIPS 2023 (Spotlight)] Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts

transformer dino mae self-supervised-learning video-learning byol out-of-distribution simclr simsiam distribution-shift moco-v3

UpdatedJan 30, 2024
Python

YeonwooSung /SelfSupervisedLearning_PyTorch

PyTorch Implementation of Self-Supervised Learning models

autoencoder jigsaw-puzzle auto-encoder self-supervised-learning byol simclr glom

UpdatedApr 25, 2021
Jupyter Notebook

audrina-ebrahimi /AK_SSL

A python library for self-supervised learning

ssl machine-learning pytorch clip slip vse dino moco multimodal-learning uniter self-supervised-learning byol simclr contrastive-learning simsiam swav albef simvlm

UpdatedAug 20, 2024
Python

miszkur /SelfSupervisedLearning

This repo reproduces results of "Understanding Self-Supervised Learning Dynamics without Contrastive Pairs" paper (https://arxiv.org/pdf/2102.06810.pdf)

deep-learning hacktoberfest self-supervised self-supervised-learning byol hacktoberfest2021 simsiam-tf byol-tf

UpdatedApr 30, 2022
Jupyter Notebook

jonahanton /SSL_audio

Codebase for Imperial MSc AI Individual Project - Self-Supervised Learning for Audio Inference

machine-learning deep-learning audio-processing audioset self-supervised-learning byol masked-autoencoder barlow-twins

UpdatedMay 6, 2023
Python

jonahanton /SSL_medicalimaging

Codebase for Imperial MSc AI Group Project: How Well Do Self-Supervised Models Transfer to Medical Imaging?

computer-vision deep-learning transfer-learning unsupervised-learning moco pirl few-shot-learning self-supervised-learning byol simclr swav chexpert-dataset

UpdatedDec 8, 2022
Jupyter Notebook

GoogleCloudPlatform /gce-license-tracker

Tracks VM and sole-tenant node usage for the purpose of license reporting

windows google-cloud compute-engine byol

UpdatedJul 10, 2024
C#

annikabrundyn /byol

Bootstrap Your Own Latent (BYOL) in PyTorch

deep-learning pytorch self-supervised-learning byol pytorch-lightning contrastive-learning

UpdatedOct 5, 2020
Python

deepmancer /byol-pytorch

BYOL (Bootstrap Your Own Latent), implemented from scratch in Pytorch

bootstrap pytorch from-scratch byol contrastive-learning

UpdatedDec 9, 2024
Jupyter Notebook

reshinthadithyan /BYOL-Pytorch

Simple Pytorch Implementation of BYOL: Bootstrap Your Own Latent(https://arxiv.org/abs/2006.07733) [Colab Version Available]

pytorch self-supervised-learning latent-representations byol

UpdatedMay 17, 2021
Jupyter Notebook

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