leftthomas / SimCLRLinks
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
☆568Updated 5 years ago
Alternatives and similar repositories for SimCLR
Users that are interested in SimCLR are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆804Updated last year
- 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☆500Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆602Updated 6 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆793Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,216Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆572Updated 5 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆210Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆652Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆995Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,994Updated 2 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆689Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,334Updated 5 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,458Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 4 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆390Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Updated last year
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆757Updated 4 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,852Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,081Updated 2 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,183Updated last year
- ☆522Updated 2 years ago
- Pytorch implementation for t-SNE with cuda to accelerate☆338Updated 2 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆638Updated 2 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆453Updated 5 years ago
- pytorch implementation for Contrastive Adaptation Network☆342Updated 5 years ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆473Updated last year
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆298Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,192Updated 4 years ago