self-supervised-learning · GitHub Topics

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

transferlearning domain-adaptation transfer-learning survey 深度学习 generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning 机器学习 self-supervised-learning Bukkit style-transfer

Python 13.95 k

4 个月前

PaddlePaddle / PaddleSpeech

PaddleSpeech 是基于飞桨 PaddlePaddle 的语音方向的开源模型库，用于语音和音频中的各种关键任务的开发，典型的应用包括：语音识别、语音翻译、语音合成等

transformer conformer speech-translation streaming-asr speech-alignment punctuation-restoration streaming-tts speech-synthesis tts asr speech-recognition 声音克隆 vocoder voice-recognition self-supervised-learning Whisper

Python 11.99 k

6 天前

KevinMusgrave / pytorch-metric-learning

#计算机科学#The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

metric-learning 深度学习机器视觉机器学习 PyTorch deep-metric-learning image-retrieval self-supervised-learning contrastive-learning embeddings

Python 6.16 k

2 个月前

google-research / simclr

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

simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning 机器视觉 simclrv2

Jupyter Notebook 4.29 k

2 年前

open-mmlab / mmpretrain

#计算机科学#OpenMMLab Pre-training Toolbox and Benchmark

image-classification resnet mobilenet PyTorch 深度学习 swin-transformer beit clip constrastive-learning convnext masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal

Python 3.68 k

7 个月前

lightly-ai / lightly

#计算机科学#A python library for self-supervised learning on images.

深度学习 self-supervised-learning 机器学习机器视觉 PyTorch embeddings contrastive-learning Hacktoberfest contributions-welcome

Python 3.41 k

4 天前

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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

Python 3.26 k

2 年前

s3prl / s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

speech-representation mockingjay representation-learning apc tera self-supervised-learning speech-pretraining vq-apc wav2vec hubert wavlm

Python 2.41 k

3 个月前

tinghuiz / SfMLearner

#计算机科学#An unsupervised learning framework for depth and ego-motion estimation from monocular videos

深度学习 depth-prediction visual-odometry self-supervised-learning unsupervised-learning

Jupyter Notebook 2 k

4 年前

divelab / DIG

#计算机科学#A library for graph deep learning research

深度学习 graph-neural-network graph-generation explainable-ml self-supervised-learning 3d-graph

Python 1.96 k

1 年前

alibaba / EasyCV

An all-in-one toolkit for computer vision

self-supervised-learning transformers classification 机器视觉 object-detection PyTorch vision-transformer

Python 1.87 k

1 个月前

lucidrains / byol-pytorch

#计算机科学#Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

人工智能深度学习 self-supervised-learning

Python 1.83 k

1 年前

ChandlerBang / awesome-self-supervised-gnn

#计算机科学#Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

graph-neural-networks pretraining self-supervised-learning 深度学习机器学习 pre-training

Python 1.68 k

1 年前

ViTAE-Transformer / ViTPose

#计算机科学#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"

深度学习 distillation pose-estimation PyTorch self-supervised-learning vision-transformer

Python 1.63 k

1 年前

MCG-NJU / VideoMAE

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

self-supervised-learning action-recognition video-understanding transformer vision-transformer PyTorch video-analysis neurips-2022

Python 1.51 k

2 年前

vturrisi / solo-learn

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

simclr contrastive-learning PyTorch pytorch-lightning self-supervised-learning swav moco simsiam dino deepcluster transformer-models

Python 1.49 k

13 天前

tinyvision / SOLIDER

A Semantic Controllable Self-Supervised Learning Framework to learn general human representations from massive unlabeled human images, which can benefit downstream human-centric tasks to the maximum e...

cvpr2023 self-supervised-learning

Python 1.46 k

2 年前