Spijkervet / SimCLRLinks
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
☆798Updated last year
Alternatives and similar repositories for SimCLR
Users that are interested in SimCLR are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆566Updated 5 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆496Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,837Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,430Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,211Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,058Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆990Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆598Updated 4 months ago
- PyTorch implementation of Contrastive Learning methods☆1,988Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,328Updated 4 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆790Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,289Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆568Updated 4 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆755Updated 4 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆209Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆542Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,286Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆543Updated 3 years ago
- mixup: Beyond Empirical Risk Minimization☆1,189Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,342Updated last year
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆389Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,174Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,507Updated last week
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆684Updated 3 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- Unofficial PyTorch Reimplementation of RandAugment.☆635Updated 2 years ago
- All about domain generalization☆838Updated 6 months ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,362Updated 2 years ago