IgorSusmelj / barlowtwins
Implementation of Barlow Twins paper
☆99Updated 2 years ago
Alternatives and similar repositories for barlowtwins:
Users that are interested in barlowtwins are comparing it to the libraries listed below
- ☆58Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆130Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆183Updated last year
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆109Updated 4 years ago
- Code to train the SimSiam model on cifar10 using PyTorch☆40Updated 3 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated last year
- Estimating Example Difficulty using Variance of Gradients☆63Updated 2 years ago
- ☆140Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆121Updated 3 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆33Updated 4 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆103Updated 3 years ago
- ☆92Updated 4 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆109Updated 2 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆143Updated 2 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆142Updated last year
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆141Updated 4 months ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆135Updated 4 years ago
- Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.☆135Updated last year
- Code and model definition for converting the official BYOL weights to PyTorch☆32Updated 3 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 4 years ago
- A PyTorch reproduction of 'A Simple Framework for Contrastive Learning of Visual Representations' by Ting Chen, et al.☆48Updated 10 months ago
- An essential implementation of BYOL in PyTorch + PyTorch Lightning☆51Updated 3 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆118Updated last year
- [TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training☆129Updated 3 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆36Updated last year