google-research / fixmatch
A simple method to perform semi-supervised learning with limited data.
☆1,134Updated 7 months ago
Alternatives and similar repositories for fixmatch:
Users that are interested in fixmatch are comparing it to the libraries listed below
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆771Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,332Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆645Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆961Updated 3 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆759Updated 4 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆748Updated 3 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆984Updated this week
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,798Updated 8 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆781Updated 10 months ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆792Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,966Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆488Updated 2 years ago
- A curated list of long-tailed recognition resources.☆582Updated last year
- Unofficial PyTorch Reimplementation of RandAugment.☆633Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆448Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆552Updated 4 years ago
- mixup: Beyond Empirical Risk Minimization☆1,177Updated 3 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆827Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆565Updated 7 months ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆552Updated 4 years ago
- ☆1,137Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,028Updated last year
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆664Updated 3 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆385Updated last year
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆856Updated 2 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,820Updated 10 months ago
- Official Pytorch implementation of CutMix regularizer☆1,228Updated 4 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,259Updated 6 months ago
- Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper☆744Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆581Updated 2 years ago