HobbitLong / PyContrastLinks
PyTorch implementation of Contrastive Learning methods
☆1,996Updated 2 years ago
Alternatives and similar repositories for PyContrast
Users that are interested in PyContrast are comparing it to the libraries listed below
Sorting:
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,335Updated 5 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,310Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,870Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆835Updated 3 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,087Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,481Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,225Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,404Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆816Updated last year
- PyTorch implementation of Barlow Twins.☆1,003Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆502Updated 3 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
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,312Updated 4 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853Updated last year
- A curated list of resources for Learning with Noisy Labels☆2,719Updated 8 months ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆570Updated 5 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,298Updated 2 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,366Updated 2 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,200Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,198Updated 4 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,109Updated 2 weeks ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆608Updated 8 months ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,444Updated 2 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆758Updated 4 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,740Updated 4 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆992Updated last year
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,543Updated this week
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆796Updated 2 years ago
- All about domain generalization☆841Updated 11 months ago
- A curated list of long-tailed recognition resources.☆586Updated 2 years ago