self-supervised-learning topic
PCL
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
GraphCL
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
DeCLUTR
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
Contrastive_Learning_Papers
A list of contrastive Learning papers
pixel-level-contrastive-learning
Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
CLMR
Official PyTorch implementation of Contrastive Learning of Musical Representations
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.