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self-supervised-learning

Here are 778 public repositories matching this topic...

transferlearning

jindongwang / transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Updated Dec 20, 2022
Python

PaddlePaddle / PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

tts speech-synthesis transformer voice-recognition speech-recognition whisper asr vocoder conformer sound-classification kws self-supervised-learning voice-cloning speech-translation punctuation-restoration wav2vec2 streaming-asr speech-alignment streaming-tts

Updated Dec 28, 2022
Python

pytorch-metric-learning

KevinMusgrave / pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

machine-learning computer-vision deep-learning pytorch metric-learning image-retrieval deep-metric-learning self-supervised-learning contrastive-learning

Updated Nov 6, 2022
Python

google-research / simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2

Updated Nov 21, 2022
Jupyter Notebook

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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

Updated Dec 27, 2022
Python

lightly-ai / lightly

A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings active-learning self-supervised-learning contrastive-learning

Updated Dec 27, 2022
Python

tinghuiz / SfMLearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning unsupervised-learning visual-odometry depth-prediction self-supervised-learning

Updated Oct 26, 2021
Jupyter Notebook

s3prl

s3prl / s3prl

Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit

Updated Dec 27, 2022
Python

lucidrains / byol-pytorch

Sponsor

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

deep-learning artificial-intelligence self-supervised-learning

Updated Apr 6, 2022
Python

divelab / DIG

A library for graph deep learning research

deep-learning graph-generation explainable-ml self-supervised-learning 3d-graph graph-neural-network

Updated Dec 18, 2022
Python

alibaba / EasyCV

An all-in-one toolkit for computer vision

computer-vision transformers pytorch classification object-detection self-supervised-learning vision-transformer

Updated Dec 28, 2022
Python

Unsupervised-Classification

wvangansbeke / Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

clustering image-classification representation-learning unsupervised-learning moco self-supervised-learning simclr eccv2020 eccv-2020 contrastive-learning

Updated Jun 18, 2022
Python

vturrisi / solo-learn

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

Updated Dec 21, 2022
Python

TorchSSL

TorchSSL / TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

machine-learning computer-vision deep-learning toolkit pytorch semi-supervised-learning codebase self-supervised-learning

Updated Dec 7, 2022
Python

ChandlerBang / awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

machine-learning deep-learning graph-mining graph-neural-networks self-supervised-learning pre-training pretraining

Updated Dec 25, 2022
Python

asheeshcric / awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

deep-learning transfer-learning representation-learning unsupervised-learning self-supervised-learning hacktoberfest-accepted

Updated May 15, 2022

LirongWu / awesome-graph-self-supervised-learning

Awesome Graph Self-Supervised Learning

machine-learning deep-learning transfer-learning representation-learning unsupervised-learning data-augmentation graph-neural-networks self-supervised-learning pre-training pretext-task

Updated Oct 5, 2022

jackroos / VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

pytorch representation-learning bert vision-and-language self-supervised-learning pre-training iclr2020 vl-bert

Updated Sep 23, 2022
Jupyter Notebook

zhirongw / lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

computer-vision deep-learning pytorch imagenet representation-learning unsupervised-learning nce cvpr2018 self-supervised-learning

Updated Mar 25, 2021
Python

MCG-NJU / VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

pytorch transformer action-recognition video-understanding mae video-analysis video-representation-learning self-supervised-learning masked-autoencoder vision-transformer video-transformer neurips-2022

Updated Nov 21, 2022
Python

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