asheeshcric / awesome-contrastive-self-supervised-learningLinks
A comprehensive list of awesome contrastive self-supervised learning papers.
☆1,294Updated last year
Alternatives and similar repositories for awesome-contrastive-self-supervised-learning
Users that are interested in awesome-contrastive-self-supervised-learning are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Contrastive Learning methods☆1,994Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,216Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆804Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,458Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,378Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,852Updated last year
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,849Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆602Updated 6 months ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,333Updated 5 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,364Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,081Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆995Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,526Updated 3 weeks ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,384Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆568Updated 5 years ago
- All about domain generalization☆841Updated 8 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,288Updated 2 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,306Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,565Updated 10 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆500Updated 3 years ago
- ☆491Updated last year
- Recent Transformer-based CV and related works.☆1,334Updated 2 years ago
- A curated list of Multimodal Related Research.☆1,376Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 4 years ago
- A curated list of resources for Learning with Noisy Labels☆2,716Updated 6 months ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,174Updated last year
- PyTorch implementation of the InfoNCE loss for self-supervised learning.☆596Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,183Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆792Updated 2 years ago