19 open-source projects similar to gidariss/featurelearningrotnet, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best FeatureLearningRotNet alternative.
We release paper and code for SwAV, our new self-supervised method. SwAV pushes self-supervised learning to only 1.2% away from supervised learning on ImageNet with a ResNet-50! It combines online clustering with a multi-crop data augmentation.
Unsupervised Learning by Predicting Noise
Caffe version of code for our paper "Joint unsupervised learning of deep representations and image clusters"
Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters"
Self-supervised learning of visual features through embedding images into text topic spaces
Self-Supervised Representation Learning by Rotation Feature Decoupling
Code repository for the paper "DeepPermNet: Visual Permutation Learning".
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.
Self-Supervised Feature Learning by Learning to Spot Artifacts. In CVPR, 2018.
Code for our CVPR 2019 work.
This repo constains the pytorch implementation for the CVPR2018 unsupervised learning paper (arxiv).