self-supervised-learning topic
pase
Problem Agnostic Speech Encoder
FreeSOLO
FreeSOLO for unsupervised instance segmentation, CVPR 2022
DenseCL
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
manydepth
[CVPR 2021] Self-supervised depth estimation from short sequences
SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
DIG
A library for graph deep learning research
TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).