wvangansbeke / Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
☆200Updated 3 years ago
Alternatives and similar repositories for Self-Supervised-Learning-Overview
Users that are interested in Self-Supervised-Learning-Overview are comparing it to the libraries listed below
Sorting:
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆587Updated 2 weeks ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆295Updated last year
- A collection of awesome things about mixed sample data augmentation☆131Updated 5 years ago
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆147Updated 3 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- [AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning☆139Updated 4 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆127Updated 2 weeks ago
- Awesome Contrastive Learning for CV & NLP☆163Updated 3 years ago
- CVPR'20: Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization☆126Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 9 months ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆168Updated 3 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆228Updated 4 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆229Updated 5 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- Awesome Transformers (self-attention) in Computer Vision☆270Updated 3 years ago
- ☆370Updated 4 years ago
- This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.☆233Updated 3 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆183Updated last year
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 4 years ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆341Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Updated 5 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆124Updated 5 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆148Updated 3 years ago
- PyTorch implementation of the paper "Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels" in NIPS 2018☆128Updated 5 years ago