Alternatives and similar repositories for DEAL:

Users that are interested in DEAL are comparing it to the libraries listed below

• osimeoni / RethinkingDeepActiveLearning
  ☆15Updated 4 years ago
• acl21 / deep-active-learning-pytorch
  A PyTorch toolkit with 8 popular deep active learning query methods implemented.
  ☆85Updated 3 years ago
• avihu111 / TypiClust
  Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets
  ☆90Updated 5 months ago
• johnsk95 / PT4AL
  Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"
  ☆53Updated 10 months ago
• virajprabhu / CLUE
  PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)
  ☆44Updated last year
• ebennequin / few-shot-open-set
  Implementation of Open-Set Likelihood Maximization for Few-Shot Learning
  ☆40Updated last year
• Javadzb / Class-Balanced-AL
  ☆22Updated 3 years ago
• PrateekMunjal / TorchAL
  Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.
  ☆67Updated last year
• bbuing9 / DARP
  Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)
  ☆73Updated 2 years ago
• svdesai / coreset-al
  A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)
  ☆22Updated 3 years ago
• AminParvaneh / alpha_mix_active_learning
  The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper
  ☆83Updated 2 years ago
• YU1ut / Multi-Task-Curriculum-Framework-for-Open-Set-SSL
  Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"
  ☆23Updated 4 years ago
• cliangyu / CSVAL
  [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"
  ☆35Updated last year
• sbelharbi / deep-active-learning-for-joint-classification-and-segmentation-with-weak-annotator
  Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"
  ☆29Updated 2 years ago
• silvia1993 / ROS
  Rotation-based Open Set
  ☆41Updated 2 years ago
• uvavision / Curriculum-Labeling
  [AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning
  ☆138Updated 4 years ago
• BUserName / PGL
  ☆32Updated last year
• lileicv / PDEN
  ☆37Updated 3 years ago
• VisionLearningGroup / OP_Match
  ☆58Updated last year
• siyuhuang / TOD
  PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021
  ☆41Updated 2 years ago
• lim3944 / ReMixmatch-pytorch
  ☆14Updated 4 years ago
• 2006pmach / awesome-active-learning
  A list of active learning methods for deep learning.
  ☆63Updated last year
• deeplearning-wisc / multi-label-ood
  ☆44Updated 3 years ago
• LeeHyuck / ABC
  pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning
  ☆37Updated 4 months ago
• yanbeic / ssl-class-mismatch
  Tensorflow Implementation on Paper [AAAI2020]Semi-Supervised Learning under Class Distribution Mismatch
  ☆15Updated 3 years ago
• Beichen1996 / SRAAL
  State-Relabeling Adversarial Active Learning
  ☆13Updated 3 years ago
• razvancaramalau / Sequential-GCN-for-Active-Learning
  ☆54Updated 2 years ago
• joffery / UMGUD
  The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)
  ☆20Updated 3 years ago
• cailile / Revisiting-Superpixels-for-Active-Learning
  ☆16Updated 3 years ago
• frank-xwang / debiased-pseudo-labeling
  [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”
  ☆97Updated 2 years ago