Whitening for Self-Supervised Representation Learning | Official repository
☆134Feb 5, 2023Updated 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
Sorting:
- Code for SelfAugment☆27Dec 16, 2020Updated 5 years ago
- ☆57Dec 20, 2021Updated 4 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆89Oct 2, 2021Updated 4 years ago
- PyTorch implementation of Barlow Twins.☆1,002Mar 3, 2022Updated 3 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆460Jul 16, 2022Updated 3 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Aug 10, 2022Updated 3 years ago
- ☆17Mar 19, 2022Updated 3 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,549Updated this week
- ☆42Oct 9, 2020Updated 5 years ago
- CVPR 2022 paper☆16Jun 9, 2022Updated 3 years ago
- MoCo with Alignment and Uniformity Loss.☆63Dec 12, 2021Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆835Jul 14, 2022Updated 3 years ago
- Pytorch implementation of Exploring Simple Siamese Representation Learning☆22May 19, 2023Updated 2 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆610May 1, 2025Updated 9 months ago
- official implemntation for "Contrastive Learning with Stronger Augmentations"☆61Aug 2, 2021Updated 4 years ago
- An official source code for paper "Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning", accepted by AC…☆12Dec 1, 2023Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆502Jun 9, 2022Updated 3 years ago
- ☆97May 17, 2021Updated 4 years ago
- ☆46Oct 26, 2021Updated 4 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆132Jul 12, 2022Updated 3 years ago
- [ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"☆42Jul 25, 2022Updated 3 years ago
- Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oral☆90Oct 11, 2021Updated 4 years ago
- Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.☆29Dec 8, 2022Updated 3 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Dec 14, 2021Updated 4 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Sep 9, 2020Updated 5 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,229Jan 26, 2023Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Jul 2, 2020Updated 5 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆285Mar 22, 2023Updated 2 years ago
- Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020☆52Apr 6, 2021Updated 4 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆186Oct 25, 2023Updated 2 years ago
- PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"☆50Feb 8, 2021Updated 5 years ago
- Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.☆78Sep 6, 2022Updated 3 years ago
- Pytorch implementation of DGflow (ICLR 2021).☆16Mar 3, 2021Updated 4 years ago
- Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)☆18Apr 25, 2023Updated 2 years ago
- ☆55Oct 25, 2021Updated 4 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,089Apr 13, 2023Updated 2 years ago
- This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."☆227Aug 21, 2023Updated 2 years ago
- EsViT: Efficient self-supervised Vision Transformers☆411Aug 28, 2023Updated 2 years ago
- ☆24Nov 21, 2020Updated 5 years ago