svdesai / coreset-al
A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)
☆23Updated 4 years ago
Alternatives and similar repositories for coreset-al
Users that are interested in coreset-al are comparing it to the libraries listed below
Sorting:
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆93Updated 6 months ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 2 years ago
- Wasserstein Adversarial Active Learning☆29Updated 4 years ago
- Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)☆21Updated 4 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated last year
- ☆15Updated 4 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆87Updated 3 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆24Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Updated last year
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆67Updated 4 years ago
- ☆17Updated 4 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Updated last year
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆63Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆54Updated last year
- Code for the paper https://arxiv.org/abs/2003.00827☆103Updated 3 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆103Updated last year
- ☆22Updated 3 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Updated 4 years ago
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated 2 years ago
- Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.☆55Updated 2 years ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Updated 3 years ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆14Updated 3 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated last year
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆85Updated last year
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Updated last year
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.☆21Updated 3 years ago
- Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active …☆56Updated 3 years ago
- [AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning☆139Updated 4 years ago