query strategy

AutoAL: Automated Active Learning with Differentiable Query Strategy Search ICML 2025 A Cross-Domain Benchmark for Active Learning NeurIPS 2024 ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data AISTATS 2024 TAAL: Target-Aware Active Learning COLING 2024 A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023 How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget NeurIPS 2023 Learning Generalizable Batch Active Learning Strategies via Deep Q-networks (Student Abstract) AAAI 2023 Making Your First Choice: To Address Cold Start Problem in Medical Active Learning MIDL 2023 Nonparametric Indirect Active Learning AISTATS 2023 Small-Text: Active Learning for Text Classification in Python EACL 2023 Active Learning for Abstractive Text Summarization EMNLP 2022 Active Learning for Multiple Target Models NeurIPS 2022 A label efficient two-sample test UAI 2022 ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022 A Survey of Active Learning for Natural Language Processing EMNLP 2022 CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation AAAI 2022 Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022 Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning NeurIPS 2022 Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022 Towards Robust and Reproducible Active Learning Using Neural Networks CVPR 2022 A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021 Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021 QActor: Active Learning on Noisy Labels ACML 2021 Sequential Graph Convolutional Network for Active Learning CVPR 2021 Task-Aware Variational Adversarial Active Learning CVPR 2021