An implementation of the state-of-the-art Deep Active Learning algorithms
☆109Sep 19, 2023Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Active Learning☆850Oct 3, 2022Updated 3 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆184May 6, 2024Updated last year
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆105Oct 22, 2024Updated last year
- A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)☆23Apr 11, 2021Updated 5 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆90Sep 14, 2021Updated 4 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆15Mar 1, 2021Updated 5 years ago
- An implementation of the BADGE batch active learning algorithm.☆214Jun 5, 2024Updated last year
- Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)☆46Apr 3, 2022Updated 4 years ago
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆28Apr 28, 2024Updated last year
- [CVPR2021] Task-Aware Variational Adversarial Active Learning☆42Mar 19, 2024Updated 2 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆44Sep 22, 2023Updated 2 years ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Mar 20, 2022Updated 4 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- ☆19Jun 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆128May 24, 2022Updated 3 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆986Dec 8, 2022Updated 3 years ago
- ☆26Mar 14, 2024Updated 2 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- A modular active learning framework for Python☆2,344Feb 26, 2024Updated 2 years ago
- Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active …☆56Apr 12, 2022Updated 3 years ago
- ☆1,162Dec 5, 2022Updated 3 years ago
- Implementation of semi-supervised learning using PyTorch Lightning☆14Jul 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A curated list of awesome Active Learning☆796Mar 26, 2026Updated 2 weeks ago
- Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.☆30Jul 13, 2020Updated 5 years ago
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- Active and Sample-Efficient Model Evaluation☆27May 22, 2025Updated 10 months ago
- Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets☆16May 17, 2021Updated 4 years ago
- Everything you need about Active Learning (AL).☆975Mar 16, 2026Updated 3 weeks ago
- Code for the paper "Active learning for medical image segmentation with stochastic batches", published at Medical Image Analysis (2023).☆10Nov 14, 2024Updated last year
- AAAI 2023 paper "Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraint and Adaptive Semantic Alig…☆21Apr 29, 2024Updated last year
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆20Jul 5, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deep Batch Active Learning for Regression☆73Oct 3, 2024Updated last year
- 主动学习（Active Learning）框架，实现了多个主动学习策略，包括：熵（Entropy）、最大梯度改变（ECG）等。☆86Aug 9, 2018Updated 7 years ago
- Bayesian active learning library for research and industrial usecases.☆922Dec 3, 2025Updated 4 months ago
- Pool-based active learning in Python☆791Feb 12, 2026Updated last month
- ☆45Apr 22, 2025Updated 11 months ago
- CAGNet: Content-Aware Guidance for Salient Object Detection☆33Dec 28, 2020Updated 5 years ago
- ☆28Sep 3, 2022Updated 3 years ago