leftthomas / SimCLRLinks
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
☆565Updated 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.☆800Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆497Updated 3 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆833Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆600Updated 5 months ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,212Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆792Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆208Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆570Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆647Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,991Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- PyTorch implementation of Barlow Twins.☆994Updated 3 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆686Updated 3 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆756Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆544Updated last year
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Updated 3 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆389Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,843Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,290Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,330Updated 4 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆636Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆455Updated 4 years ago
- ☆373Updated 4 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,443Updated last year
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆296Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,064Updated 2 years ago
- All about domain generalization☆839Updated 7 months ago
- ☆421Updated 4 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago