ptrckhmmr / DEALLinks
Code for "Deal: Deep Evidential Active Learning for Image Classification" (ICMLA 2020)
☆21Updated 4 years ago
Alternatives and similar repositories for DEAL
Users that are interested in DEAL are comparing it to the libraries listed below
Sorting:
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated 2 years ago
- ☆15Updated 4 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆87Updated 3 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆56Updated last year
- ☆14Updated 5 years ago
- Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)☆75Updated 3 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆90Updated 4 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆99Updated last year
- Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"☆25Updated 5 years ago
- A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)☆23Updated 4 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆44Updated 2 years ago
- Official Code for PACDA (CVPR Workshop - 4th CLVision)☆12Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆74Updated 5 years ago
- ☆61Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated 2 years ago
- Official Implementation of "Domain Specific Batch Normalization for Unsupervised Domain Adaptation (CVPR2019)"☆160Updated 2 years ago
- SimMatch: Semi-supervised Learning with Similarity Matching☆94Updated last year
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123Updated 2 years ago
- ☆40Updated 4 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆75Updated 3 years ago
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆39Updated last year
- Rotation-based Open Set☆41Updated 2 years ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Updated last year
- ☆46Updated 4 years ago
- Entropy Minimization vs. Diversity Maximization for Domain Adaptation☆15Updated 5 years ago
- The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)☆22Updated 3 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆128Updated 6 months ago
- Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'☆78Updated 2 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated 2 years ago
- ☆27Updated 4 years ago