self-supervised-learning

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

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

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

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

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

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

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Self-Supervised Speech Pre-training and Representation Learning Toolkit

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

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

An all-in-one toolkit for computer vision

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

#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"

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

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

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

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...

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

#计算机科学#Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

#计算机科学#A PyTorch-based library for semi-supervised learning (NeurIPS'21)