facebookresearch / fair_self_supervision_benchmark
Scaling and Benchmarking Self-Supervised Visual Representation Learning
☆587Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for fair_self_supervision_benchmark
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆399Updated 4 years ago
- ☆351Updated 4 years ago
- Standardizing weights to accelerate micro-batch training☆546Updated 2 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆750Updated 3 years ago
- ☆514Updated last year
- Pretrained bag-of-local-features neural networks☆312Updated 5 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆532Updated 3 months ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,303Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆849Updated 2 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆344Updated 4 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆309Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆980Updated 3 months ago
- Implements the unsupervised pre-training of convolutional neural networks☆249Updated 3 years ago
- How to use Cross Replica / Synchronized Batchnorm in Pytorch☆249Updated 5 years ago
- Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.☆588Updated 4 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆342Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆479Updated 2 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆602Updated 3 years ago
- Semi-supervised ImageNet1K models☆241Updated 5 years ago
- Efficient Learning of Augmentation Policy Schedules☆505Updated 5 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆536Updated 2 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆482Updated 7 months ago
- ☆519Updated 3 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆572Updated 4 years ago
- ☆311Updated 8 months ago
- A library for ML benchmarking. It's powerful.☆429Updated 10 months ago
- Deep Metric Learning☆778Updated 4 years ago
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆459Updated 5 years ago
- Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' pap…☆397Updated 6 years ago