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query selection

22 papers

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Co-occurring keywords

active learning (1301) query strategy (38) cost-effective learning (2) query generation (74) expected error reduction (3) instance labeling (5) bag level supervision (1) active preference learning (7) active query selection (2) bag-level labels (4)

Papers

MAPLE: A Framework for Active Preference Learning Guided by Large Language Models AAAI 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning IJCAI 2025
DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement CVPR 2024
DETRs Beat YOLOs on Real-time Object Detection CVPR 2024
Re-Thinking Federated Active Learning Based on Inter-Class Diversity CVPR 2023
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning NIPS 2022
Transferable Query Selection for Active Domain Adaptation CVPR 2021
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020
Query selection methods for automated corpora construction with a use case in food-drug interactions ACL 2019
Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019
Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning JMLR 2017
Learning Active Learning from Data NIPS 2017
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NIPS 2015
Minimizing Uncertainty in Pipelines NIPS 2012
Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach AISTATS 2011
Active Learning by Querying Informative and Representative Examples NIPS 2010
Human Active Learning NIPS 2008
Multiple-Instance Active Learning NIPS 2007