Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach
☆278Oct 23, 2018Updated 7 years ago
Alternatives and similar repositories for active_learning_coreset
Users that are interested in active_learning_coreset are comparing it to the libraries listed below
Sorting:
- 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
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 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
- An implementation of the BADGE batch active learning algorithm.☆212Jun 5, 2024Updated last year
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆103Oct 22, 2024Updated last year
- ☆47Feb 9, 2024Updated 2 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- An unofficial PyTorch implementation of "Learning Loss for Active Learning"☆10Apr 3, 2022Updated 3 years ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆899Jul 23, 2025Updated 7 months ago
- Awesome Active Learning Paper List☆147Apr 23, 2024Updated last year
- Code for "Active One-shot Learning"☆33Mar 2, 2019Updated 6 years ago
- ☆54Jul 24, 2022Updated 3 years ago
- A curated list of awesome Active Learning☆796Oct 20, 2024Updated last year
- A modular active learning framework for Python☆2,338Feb 26, 2024Updated 2 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆87Nov 27, 2022Updated 3 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
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Nov 29, 2021Updated 4 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
- ☆96Jan 14, 2021Updated 5 years ago
- This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017☆88May 17, 2022Updated 3 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 4 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 years ago
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- [NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels☆35May 2, 2021Updated 4 years ago
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆14Apr 25, 2019Updated 6 years ago
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 5 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 7 years ago
- Code for the paper "Reinforced Active Learning for Image Segmentation"☆103Nov 26, 2020Updated 5 years ago
- Code for Multiple Instance Active Learning for Object Detection, CVPR 2021☆340Apr 21, 2023Updated 2 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- [CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"☆145Nov 22, 2022Updated 3 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆90Sep 14, 2021Updated 4 years ago
- ☆27Oct 19, 2021Updated 4 years ago
- Active Deep Learning for Medical Imaging Segmentation☆280Nov 22, 2022Updated 3 years ago
- Implementation of Deep Bayesian Active Learning with Image Data with modAL (python module for Active Learning)☆26Jun 24, 2019Updated 6 years ago