Variational Adversarial Active Learning (ICCV 2019)
☆232Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for vaal
Users that are interested in vaal are comparing it to the libraries listed below
Sorting:
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- An implementation of the BADGE batch active learning algorithm.☆212Jun 5, 2024Updated last year
- Adversarial Representation Active Learning☆19Jan 24, 2020Updated 6 years ago
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆202Sep 26, 2019Updated 6 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆247Jun 5, 2024Updated last year
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆985Dec 8, 2022Updated 3 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- [CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"☆145Nov 22, 2022Updated 3 years ago
- [CVPR2021] Task-Aware Variational Adversarial Active Learning☆42Mar 19, 2024Updated 2 years ago
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 4 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆105Oct 22, 2024Updated last year
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆111Feb 21, 2018Updated 8 years ago
- A modular active learning framework for Python☆2,343Feb 26, 2024Updated 2 years ago
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆20Jul 5, 2022Updated 3 years ago
- ☆47Feb 9, 2024Updated 2 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆108Sep 19, 2023Updated 2 years ago
- A list of active learning methods for deep learning.☆64Jan 14, 2024Updated 2 years ago
- Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"☆35Aug 12, 2021Updated 4 years ago
- Code for the paper "Sampling Bias in Deep Active Classification: An Empirical Study"☆16Jun 17, 2024Updated last year
- Awesome Active Learning Paper List☆148Apr 23, 2024Updated last year
- Implementation of Deep Bayesian Active Learning with Image Data with modAL (python module for Active Learning)☆26Jun 24, 2019Updated 6 years ago
- A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)☆23Apr 11, 2021Updated 4 years ago
- Code for the paper "Reinforced Active Learning for Image Segmentation"☆103Nov 26, 2020Updated 5 years ago
- Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)☆142Sep 19, 2021Updated 4 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆69Aug 16, 2023Updated 2 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 years ago
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Apr 27, 2021Updated 4 years ago
- dataeaze Enterprise Gen AI and Foundation Models product suite☆32Feb 11, 2026Updated last month
- Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active …☆56Apr 12, 2022Updated 3 years ago
- In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samp…☆11Jun 23, 2023Updated 2 years ago
- Code for Multiple Instance Active Learning for Object Detection, CVPR 2021☆340Apr 21, 2023Updated 2 years ago
- Implementation of the paper : https://arxiv.org/abs/1706.04737☆17Dec 23, 2018Updated 7 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 7 years ago
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆32Jan 15, 2020Updated 6 years ago
- Reusable BatchBALD implementation☆78Feb 28, 2024Updated 2 years ago