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
- A curated list of awesome Active Learning☆806Mar 26, 2026Updated 5 months ago
- An implementation of the BADGE batch active learning algorithm.☆218Jun 5, 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☆851Oct 3, 2022Updated 3 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.
- This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)☆29Nov 19, 2021Updated 4 years ago
- ☆16Sep 22, 2021Updated 4 years ago
- [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
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆94Sep 14, 2021Updated 5 years ago
- ☆27Oct 19, 2021Updated 4 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆182May 6, 2024Updated 2 years ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆904Jul 23, 2025Updated last year
- 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.
- 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
- Code for Multiple Instance Active Learning for Object Detection, CVPR 2021☆339Apr 21, 2023Updated 3 years ago
- A modular active learning framework for Python☆2,365Feb 26, 2024Updated 2 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- ☆15Mar 1, 2021Updated 5 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆156Feb 5, 2023Updated 3 years ago
- 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- The dataset repo of "CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels" paper☆17May 11, 2026Updated 4 months ago
- Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)☆176Dec 1, 2021Updated 4 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Aug 7, 2017Updated 9 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 3 years ago
- ☆15May 17, 2024Updated 2 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
- 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.
- 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
- ☆11Jan 2, 2022Updated 4 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