imbue-ai / self_supervised
A Pytorch-Lightning implementation of self-supervised algorithms
☆537Updated 3 years ago
Alternatives and similar repositories for self_supervised:
Users that are interested in self_supervised are comparing it to the libraries listed below
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 9 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆786Updated 11 months ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- Paper bank for Self-Supervised Learning☆581Updated 2 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- PyTorch implementation of Barlow Twins.☆980Updated 3 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆457Updated 2 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆760Updated 4 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆555Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆418Updated 11 months ago
- PyTorch implementation of Contrastive Learning methods☆1,974Updated last year
- ☆324Updated this week
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- EsViT: Efficient self-supervised Vision Transformers☆410Updated last year
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆320Updated 2 years ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆426Updated 6 months ago
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆487Updated last year
- Unofficial PyTorch Reimplementation of RandAugment.☆636Updated 2 years ago
- A library for ML benchmarking. It's powerful.☆438Updated last year
- A LARS implementation in PyTorch☆344Updated 5 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,036Updated 2 years ago
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆258Updated 4 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,810Updated 9 months ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988Updated last week
- ☆409Updated 3 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆422Updated 2 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆751Updated 4 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated 11 months ago