SineZHAN / deepALplusLinks
This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbox).
☆181Updated last year
Alternatives and similar repositories for deepALplus
Users that are interested in deepALplus are comparing it to the libraries listed below
Sorting:
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆95Updated 9 months ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆219Updated 5 years ago
- An implementation of the BADGE batch active learning algorithm.☆208Updated last year
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆88Updated 3 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆104Updated last year
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated last year
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆85Updated 2 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆456Updated 2 years ago
- Awesome Active Learning Paper List☆143Updated last year
- A curated list of awesome Active Learning☆771Updated 9 months ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆272Updated 6 years ago
- 👽 Out-of-Distribution Detection with PyTorch☆303Updated last month
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆153Updated 2 years ago
- Deep Active Learning☆839Updated 2 years ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆482Updated last year
- Wasserstein Adversarial Active Learning☆29Updated 5 years ago
- ☆164Updated 3 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆296Updated 2 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆290Updated 2 years ago
- This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutio…☆61Updated 3 years ago
- "In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Riz…☆236Updated 2 years ago
- Code for coreset selection methods☆238Updated 2 years ago
- ☆416Updated 3 years ago
- [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning☆62Updated 2 years ago
- Awesome coreset/core-set/subset/sample selection works.☆178Updated last year
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆24Updated last year
- [CVPR2021] Task-Aware Variational Adversarial Active Learning☆42Updated last year
- A Survey☆566Updated 2 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆54Updated last year
- A list of active learning methods for deep learning.☆63Updated last year