Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
☆202Sep 26, 2019Updated 6 years ago
Alternatives and similar repositories for DiscriminativeActiveLearning
Users that are interested in DiscriminativeActiveLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 6 years ago
- Deep Active Learning☆850Oct 3, 2022Updated 3 years ago
- ☆1,162Dec 5, 2022Updated 3 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆987Dec 8, 2022Updated 3 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆248Apr 13, 2026Updated 2 weeks ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆900Jul 23, 2025Updated 9 months ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35May 9, 2019Updated 6 years ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆112Feb 21, 2018Updated 8 years ago
- A list of active learning methods for deep learning.☆65Jan 14, 2024Updated 2 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 8 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.
- Pool-based active learning in Python☆792Apr 8, 2026Updated 3 weeks ago
- Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria☆12Dec 1, 2018Updated 7 years ago
- A modular active learning framework for Python☆2,346Feb 26, 2024Updated 2 years ago
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- An implementation of the BADGE batch active learning algorithm.☆215Jun 5, 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
- Active Deep Learning for Medical Imaging Segmentation☆280Nov 22, 2022Updated 3 years ago
- Bayesian active learning library for research and industrial usecases.☆927Dec 3, 2025Updated 5 months ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Apr 27, 2021Updated 5 years ago
- Active Decision Boundary Annotation with Deep Generative Models☆10Nov 3, 2017Updated 8 years ago
- Awesome Active Learning Paper List☆148Apr 23, 2024Updated 2 years ago
- Tensorflow implementation of "EGL-word" method in AAAI 2017 paper "Active Discriminative Text Representation Learning"☆23Nov 28, 2017Updated 8 years ago
- ☆14Dec 17, 2018Updated 7 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆185May 6, 2024Updated last year
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 5 years ago
- GAAL-based Outlier Detection☆133Oct 25, 2022Updated 3 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A curated list of awesome Active Learning☆797Mar 26, 2026Updated last month
- Active learning for deep learning☆19Oct 5, 2018Updated 7 years ago
- Code for "Nearest Neighbor Classifier Embedded Network for Active Learning", AAAI 2021☆10Feb 3, 2021Updated 5 years ago
- Pytorch implementation of Cost-Effective Active Learning for Deep Image Classification paper☆17Jan 24, 2020Updated 6 years ago
- ☆27Oct 19, 2021Updated 4 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆91Sep 14, 2021Updated 4 years ago
- Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)☆46Apr 3, 2022Updated 4 years ago