self-supervised-learning

Here are 733 public repositories matching this topic...

jindongwang / transferlearning

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

Updated Oct 26, 2022
Python

KevinMusgrave / pytorch-metric-learning

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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 Sep 20, 2022
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google-research / simclr

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

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

Updated Oct 19, 2022
Jupyter Notebook

open-mmlab / mmselfsup

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OpenMMLab Self-Supervised Learning Toolbox and Benchmark

pytorch unsupervised-learning moco self-supervised-learning simclr deepcluster simsiam swav

Updated Oct 26, 2022
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lightly-ai / lightly

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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 Oct 26, 2022
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tinghuiz / SfMLearner

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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

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

Updated Oct 26, 2022
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lucidrains / byol-pytorch

Sponsor

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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
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divelab / DIG

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A library for graph deep learning research

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

Updated Oct 18, 2022
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alibaba / EasyCV

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An all-in-one toolkit for computer vision

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

Updated Oct 26, 2022
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wvangansbeke / Unsupervised-Classification

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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
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vturrisi / solo-learn

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

Updated Oct 19, 2022
Python

TorchSSL / TorchSSL

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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 Sep 21, 2022
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asheeshcric / awesome-contrastive-self-supervised-learning

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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

ChandlerBang / awesome-self-supervised-gnn

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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 Oct 23, 2022
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LirongWu / awesome-graph-self-supervised-learning

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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

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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

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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
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microsoft / SimMIM

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

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

Updated Sep 29, 2022
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YyzHarry / imbalanced-semi-self

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[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

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