Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
☆205Sep 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☆282Oct 23, 2018Updated 7 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 6 years ago
- Deep Active Learning☆851Oct 3, 2022Updated 3 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 7 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.
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 years ago
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆32Jan 15, 2020Updated 6 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆994Dec 8, 2022Updated 3 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆249Apr 13, 2026Updated 5 months ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆112Feb 21, 2018Updated 8 years ago
- Pytorch implementation of the paper Bayesian Generative Active Deep Learning (ICML 2019).☆25May 3, 2019Updated 7 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 4 years ago
- Pool-based active learning in Python☆791Aug 21, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 8 years ago
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- 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 8 years ago
- Bayesian active learning library for research and industrial usecases.☆933Dec 3, 2025Updated 9 months ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 5 years ago
- Active Learning Helps Pretrained Models Learn the Intended Task (https://arxiv.org/abs/2204.08491) by Alex Tamkin, Dat Nguyen, Salil Desh…☆11Nov 22, 2022Updated 3 years ago
- Awesome Active Learning Paper List☆149Apr 23, 2024Updated 2 years ago
- Comparing active learning, semi-supervised learning and combination of them on deep learning.☆14Nov 19, 2017Updated 8 years ago
- This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017☆88May 17, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Tensorflow implementation of "EGL-word" method in AAAI 2017 paper "Active Discriminative Text Representation Learning"☆23Nov 28, 2017Updated 8 years ago
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 6 years ago
- ☆14Dec 17, 2018Updated 7 years ago
- Active learning for deep learning☆19Oct 5, 2018Updated 7 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆70Aug 16, 2023Updated 3 years ago
- active learning in python☆35Mar 23, 2017Updated 9 years ago
- GAAL-based Outlier Detection☆132Oct 25, 2022Updated 3 years ago
- Active Learning: Predictors, Recommenders and Labellers☆21Dec 26, 2022Updated 3 years ago
- Code for "Nearest Neighbor Classifier Embedded Network for Active Learning", AAAI 2021☆10Feb 3, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Pytorch implementation of Cost-Effective Active Learning for Deep Image Classification paper☆17Jan 24, 2020Updated 6 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆94Sep 14, 2021Updated 5 years ago
- ☆27Oct 19, 2021Updated 4 years ago
- Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)☆46Apr 3, 2022Updated 4 years ago
- ☆48Feb 9, 2024Updated 2 years ago
- A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)☆23Apr 11, 2021Updated 5 years ago
- ☆40Apr 7, 2020Updated 6 years ago