facebookresearch / fair_self_supervision_benchmarkLinks
Scaling and Benchmarking Self-Supervised Visual Representation Learning
☆587Updated 4 years ago
Alternatives and similar repositories for fair_self_supervision_benchmark
Users that are interested in fair_self_supervision_benchmark are comparing it to the libraries listed below
Sorting:
- ☆353Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆399Updated 5 years ago
- ☆522Updated 2 years ago
- Standardizing weights to accelerate micro-batch training☆551Updated 3 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆347Updated 5 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆757Updated 4 years ago
- Pretrained bag-of-local-features neural networks☆314Updated 6 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Updated last year
- Implements the unsupervised pre-training of convolutional neural networks☆252Updated 4 years ago
- A library for ML benchmarking. It's powerful.☆437Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆546Updated 3 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆574Updated 5 years ago
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆460Updated 6 years ago
- Light version of Network Dissection for Quantifying Interpretability of Networks☆220Updated 6 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆522Updated 4 months ago
- Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…☆807Updated 2 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆345Updated 3 years ago
- How to use Cross Replica / Synchronized Batchnorm in Pytorch☆247Updated 6 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989Updated 5 months ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Updated 4 years ago
- PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`☆184Updated 5 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆493Updated last year
- ☆522Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago
- Semi-supervised ImageNet1K models☆246Updated 6 years ago
- ☆182Updated 2 years ago
- Deep Metric Learning☆781Updated 5 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆313Updated 5 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated last year
- A PyTorch Implementation of "Recurrent Models of Visual Attention"☆472Updated 2 years ago