Spijkervet / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
☆787Updated 11 months ago
Alternatives and similar repositories for SimCLR:
Users that are interested in SimCLR are comparing it to the libraries listed below
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆557Updated 4 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,394Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,815Updated 9 months ago
- PyTorch implementation of Contrastive Learning methods☆1,979Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,192Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,038Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,322Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆585Updated last week
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,264Updated 3 years ago
- PyTorch implementation of Barlow Twins.☆980Updated 3 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆752Updated 4 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,268Updated 7 months ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆538Updated 3 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,268Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆967Updated 3 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆779Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 9 months ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated last year
- Pytorch implementation for t-SNE with cuda to accelerate☆333Updated 2 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆637Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,482Updated last week
- mixup: Beyond Empirical Risk Minimization☆1,178Updated 3 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆670Updated 3 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,342Updated last year
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆989Updated 6 months ago
- Contrastive Predictive Coding for Automatic Speaker Verification☆492Updated 5 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- Explainability for Vision Transformers☆949Updated 3 years ago