AndrewAtanov / simclr-pytorch
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
☆201Updated 10 months ago
Alternatives and similar repositories for simclr-pytorch:
Users that are interested in simclr-pytorch are comparing it to the libraries listed below
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆549Updated 4 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- Implementation of Barlow Twins paper☆100Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆483Updated 2 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆579Updated 2 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated last year
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆59Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆109Updated 4 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆183Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆775Updated 9 months ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆295Updated last year
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆80Updated 4 years ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆73Updated 4 years ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆261Updated 3 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆247Updated 5 months ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆33Updated 3 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 7 months ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆127Updated 3 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆268Updated last year
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆257Updated 4 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆147Updated 3 years ago
- An unofficial Pytorch implementation of "Improved Baselines with Momentum Contrastive Learning" (MoCoV2) - X. Chen, et al.☆66Updated 4 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆455Updated 2 years ago
- SwAV for CIFAR-10, adapted from https://github.com/facebookresearch/swav☆28Updated 3 years ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆261Updated 3 years ago
- EsViT: Efficient self-supervised Vision Transformers☆411Updated last year