yukimasano / self-labelLinks
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
☆544Updated last year
Alternatives and similar repositories for self-label
Users that are interested in self-label are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆497Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆544Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 5 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 3 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
- NeurIPS 2020, Debiased Contrastive Learning☆283Updated 2 years ago
- A library for ML benchmarking. It's powerful.☆439Updated last year
- ☆520Updated last year
- Code for reproducing Manifold Mixup results (ICML 2019)☆493Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆570Updated 5 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆267Updated 4 years ago
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆212Updated 3 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆229Updated 5 years ago
- ☆373Updated 4 years ago
- Implements the unsupervised pre-training of convolutional neural networks☆252Updated 4 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆538Updated 3 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆296Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆565Updated 5 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆231Updated 2 years ago
- A PyTorch converter for SimCLR checkpoints☆109Updated 4 years ago
- ☆421Updated 4 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆756Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆600Updated 5 months ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆210Updated 6 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆275Updated 7 years ago
- Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020☆322Updated 3 years ago
- ☆130Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆800Updated last year
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988Updated 4 months ago