Awesome Active Learning Paper List
☆149Apr 23, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-active-learning
Users that are interested in awesome-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:
- A list of active learning methods for deep learning.☆65Jan 14, 2024Updated 2 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
- Deep Active Learning☆850Oct 3, 2022Updated 3 years ago
- This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)☆29Nov 19, 2021Updated 4 years ago
- Everything you need about Active Learning (AL).☆1,000Mar 16, 2026Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR2021] Task-Aware Variational Adversarial Active Learning☆42Mar 19, 2024Updated 2 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆223Aug 4, 2020Updated 6 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 7 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆994Dec 8, 2022Updated 3 years ago
- Bayesian active learning library for research and industrial usecases.☆934Dec 3, 2025Updated 8 months ago
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆205Sep 26, 2019Updated 6 years ago
- A modular active learning framework for Python☆2,363Feb 26, 2024Updated 2 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- ☆53Jul 24, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Jun 26, 2020Updated 6 years ago
- ☆48Feb 9, 2024Updated 2 years ago
- This is the code of paper ``Contrastive Coding for Active Learning under Class Distribution Mismatch'' with python.☆28Jan 5, 2023Updated 3 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆106Oct 22, 2024Updated last year
- [CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"☆145Nov 22, 2022Updated 3 years ago
- The dataset repo of "CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels" paper☆17May 11, 2026Updated 3 months ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Aug 7, 2017Updated 9 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 6 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
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆37Aug 3, 2023Updated 3 years ago
- Code for the paper "Reinforced Active Learning for Image Segmentation"☆103Nov 26, 2020Updated 5 years ago
- Multi-Anchor Active Domain Adaptation for Semantic Segmentation (ICCV 2021 Oral)☆46Feb 15, 2022Updated 4 years ago
- ☆12Jun 10, 2021Updated 5 years ago
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- Look-Ahead Data Acquisition via Augmentation for Deep Active Learning (NeurIPS 2021)☆16Apr 30, 2024Updated 2 years ago
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆298Mar 6, 2021Updated 5 years ago
- SOTA work about out-of-distribution detection☆14Mar 5, 2021Updated 5 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,856May 24, 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
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Official PyTorch implementation for Diffusion Rejection Sampling (DiffRS) in ICML 2024.☆22Nov 11, 2024Updated last year
- Message Passing Neural Networks for Molecule Property Prediction☆25May 16, 2020Updated 6 years ago