google-research / mixmatchLinks
☆1,145Updated 2 years ago
Alternatives and similar repositories for mixmatch
Users that are interested in mixmatch are comparing it to the libraries listed below
Sorting:
- A simple method to perform semi-supervised learning with limited data.☆1,202Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,199Updated 4 years ago
- A state-of-the-art semi-supervised method for image recognition☆1,654Updated 5 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated 2 years ago
- Unsupervised Data Augmentation (UDA)☆2,204Updated 4 years ago
- Stochastic Weight Averaging in PyTorch☆976Updated 4 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆763Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Updated 3 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 4 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆616Updated 4 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆806Updated last year
- Deep Clustering for Unsupervised Learning of Visual Features☆1,740Updated 4 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,614Updated 4 years ago
- NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels☆519Updated 4 years ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,495Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Updated 5 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆758Updated 4 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆495Updated last year
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆460Updated 6 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆576Updated 5 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,116Updated 3 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆697Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989Updated 8 months ago
- A multi-task learning example for the paper https://arxiv.org/abs/1705.07115☆869Updated 5 years ago
- Weakly Supervised Learning On Images☆603Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- A PyTorch Implementation of Focal Loss.☆992Updated 6 years ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆453Updated 2 years ago