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Active Learning

1,911 papers

Papers per year

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Papers

Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024
Active Deep Multi-view Clustering IJCAI 2024
ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use IJCAI 2024
Bio-inspired Dynamic and Decentralized Online Learning in Uninformed Heterogeneous Multi-Agent Environments IJCAI 2024
IntEr-HRI Competition: Intrinsic Error Evaluation during Human - Robot Interaction IJCAI 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring INTERSPEECH 2024
A Human-in-the-Loop Approach to Improving Cross-Text Prosody Transfer INTERSPEECH 2024
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024
Data Summarization via Bilevel Optimization JMLR 2024
Margin-Based Active Learning of Classifiers JMLR 2024
Regimes of No Gain in Multi-class Active Learning JMLR 2024
Optimal Clustering with Bandit Feedback JMLR 2024
Fast Rates in Pool-Based Batch Active Learning JMLR 2024
Sparse Recovery With Multiple Data Streams: An Adaptive Sequential Testing Approach JMLR 2024
Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024
Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes JMLR 2024
Expert with clustering: Hierarchical online preference learning framework L4DC 2024
Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets NAACL 2024
Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024