ej0cl6 / deep-active-learningLinks
Deep Active Learning
☆835Updated 2 years ago
Alternatives and similar repositories for deep-active-learning
Users that are interested in deep-active-learning are comparing it to the libraries listed below
Sorting:
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆963Updated 2 years ago
- A curated list of awesome Active Learning☆763Updated 7 months ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆271Updated 6 years ago
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆203Updated 5 years ago
- ☆1,154Updated 2 years ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆883Updated 2 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆181Updated last year
- An implementation of the BADGE batch active learning algorithm.☆205Updated 11 months ago
- Variational Adversarial Active Learning (ICCV 2019)☆230Updated last year
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆218Updated 4 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆240Updated 11 months ago
- Everything you need about Active Learning (AL).☆891Updated last year
- Awesome Active Learning Paper List☆141Updated last year
- A modular active learning framework for Python☆2,288Updated last year
- Bayesian active learning library for research and industrial usecases.☆899Updated 11 months ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆752Updated 4 years ago
- A Survey☆562Updated 2 years ago
- A curated list of resources for Learning with Noisy Labels☆2,681Updated last month
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆785Updated 2 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,157Updated 10 months 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
- An implementation of the state-of-the-art Deep Active Learning algorithms☆103Updated last year
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆863Updated 2 years ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆472Updated last year
- ☆412Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆150Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆970Updated 3 years ago
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆451Updated 2 years ago