subeeshvasu / Awesome-Learning-with-Label-NoiseLinks
A curated list of resources for Learning with Noisy Labels
☆2,685Updated 2 months ago
Alternatives and similar repositories for Awesome-Learning-with-Label-Noise
Users that are interested in Awesome-Learning-with-Label-Noise are comparing it to the libraries listed below
Sorting:
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,844Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,986Updated last year
- A Survey☆564Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,245Updated 9 months ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,278Updated 10 months ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,609Updated 2 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,354Updated last year
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库☆1,462Updated 4 months ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,314Updated last year
- mixup: Beyond Empirical Risk Minimization☆1,183Updated 3 years ago
- A collection of AWESOME things about domian adaptation☆5,298Updated 9 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,270Updated 2 years ago
- ☆1,141Updated 2 years ago
- This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.☆234Updated 3 years ago
- A curated list of awesome self-supervised methods☆6,300Updated last year
- Awesome Knowledge Distillation☆3,704Updated last month
- A curated list of long-tailed recognition resources.☆585Updated 2 years ago
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,307Updated last week
- NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels☆507Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,414Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆973Updated 3 years ago
- Unsupervised Data Augmentation (UDA)☆2,192Updated 3 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,497Updated 3 weeks ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,314Updated 2 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,720Updated 3 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,180Updated 2 months ago
- All about domain generalization☆838Updated 4 months ago
- A state-of-the-art semi-supervised method for image recognition☆1,630Updated 4 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,324Updated 4 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,155Updated last year