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☆851Oct 3, 2022Updated 3 years ago
- ☆1,166Dec 5, 2022Updated 3 years ago
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 7 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.
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 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☆992Dec 8, 2022Updated 3 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆249Apr 13, 2026Updated 2 months ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆902Jul 23, 2025Updated 10 months ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35May 9, 2019Updated 7 years ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆112Feb 21, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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 3 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 8 years 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☆2,352Feb 26, 2024Updated 2 years ago
- An implementation of the BADGE batch active learning algorithm.☆217Jun 5, 2024Updated 2 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 7 years ago
- Bayesian active learning library for research and industrial usecases.☆931Dec 3, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Apr 27, 2021Updated 5 years ago
- Comparing active learning, semi-supervised learning and combination of them on deep learning.☆14Nov 19, 2017Updated 8 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
- Active Decision Boundary Annotation with Deep Generative Models☆10Nov 3, 2017Updated 8 years ago
- This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017☆89May 17, 2022Updated 4 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 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- active learning in python☆35Mar 23, 2017Updated 9 years ago
- 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
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Jan 18, 2019Updated 7 years ago
- Active Learning: Predictors, Recommenders and Labellers☆21Dec 26, 2022Updated 3 years ago
- A curated list of awesome Active Learning☆801Mar 26, 2026Updated 2 months ago