Alternatives and similar repositories for awesome-active-learning

Users that are interested in awesome-active-learning are comparing it to the libraries listed below

• Mephisto405 / Learning-Loss-for-Active-Learning
  Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]
  ☆219Updated 4 years ago
• sharat29ag / CDAL
  ☆47Updated last year
• siyuhuang / TOD
  PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021
  ☆41Updated 2 years ago
• Megvii-BaseDetection / DisAlign
  Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)
  ☆118Updated 3 years ago
• AminParvaneh / alpha_mix_active_learning
  The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper
  ☆84Updated 2 years ago
• asharakeh / probdet
  Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)
  ☆67Updated 3 years ago
• dragonlzm / ISAL
  This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)
  ☆29Updated 3 years ago
• johnsk95 / PT4AL
  Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"
  ☆54Updated last year
• sinhasam / vaal
  Variational Adversarial Active Learning (ICCV 2019)
  ☆230Updated last year
• cubeyoung / TA-VAAL
  [CVPR2021] Task-Aware Variational Adversarial Active Learning
  ☆41Updated last year
• NVlabs / AL-MDN
  Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)
  ☆174Updated 3 years ago
• acl21 / deep-active-learning-pytorch
  A PyTorch toolkit with 8 popular deep active learning query methods implemented.
  ☆88Updated 3 years ago
• yongjin-shin / awesome-active-learning
  Awesome Active Learning Paper List
  ☆141Updated last year
• V2AI / SelfSup
  Collections of self-supervised methods, based on cvpods.
  ☆58Updated 3 years ago
• VisionLearningGroup / visda21-dev
  ☆46Updated 3 years ago
• nihalsid / ViewAL
  [CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"
  ☆143Updated 2 years ago
• szq0214 / Un-Mix
  Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
  ☆151Updated 2 years ago
• GT-RIPL / FeatMatch
  PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"
  ☆50Updated 4 years ago
• seominseok0429 / Learning-Loss-for-Active-Learning-Pytorch
  Learning Loss for Active Learning Pytorch Implementation,(reproduction)
  ☆32Updated 5 years ago
• yichen928 / FreeSel
  [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models
  ☆38Updated 3 months ago
• we1pingyu / CALD
  The official implementation of CALD: Consistency-basd Active Learning for Object Detection
  ☆83Updated last year
• LTTM / IL-SemSegm
  Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019
  ☆60Updated 4 years ago
• SHI-Labs / Semi-Supervised-Transfer-Learning
  [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning
  ☆104Updated 3 years ago
• linusericsson / ssl-transfer
  Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"
  ☆184Updated last year
• hendrycks / anomaly-seg
  The Combined Anomalous Object Segmentation (CAOS) Benchmark
  ☆158Updated 2 years ago
• UMBCvision / MSF
  Official code for "Mean Shift for Self-Supervised Learning"
  ☆57Updated 3 years ago
• yaox12 / BYOL-PyTorch
  PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP
  ☆81Updated 4 years ago
• ozansener / active_learning_coreset
  Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach
  ☆272Updated 6 years ago
• ptrckhmmr / DEAL
  Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)
  ☆21Updated 4 years ago
• frank-xwang / CLD-UnsupervisedLearning
  [CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."
  ☆101Updated 3 years ago