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Active Learning

1885 directly classified papers

Papers per year

Papers

When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
Margin-Based Active Learning of Classifiers JMLR 2024
Data Summarization via Bilevel Optimization JMLR 2024
Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024
Generator Assisted Mixture of Experts for Feature Acquisition in Batch AAAI 2024
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring INTERSPEECH 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024
Efficient Online Crowdsourcing with Complex Annotations AAAI 2024
Entropic Open-Set Active Learning AAAI 2024
Rich Human Feedback for Text-to-Image Generation CVPR 2024
Active Learning for Single-Stage Object Detection in UAV Images WACV 2024
Semi-supervised Active Learning for Video Action Detection AAAI 2024
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization AAAI 2024
Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale EMNLP 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Bio-inspired Dynamic and Decentralized Online Learning in Uninformed Heterogeneous Multi-Agent Environments IJCAI 2024
Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024
NeRF Director: Revisiting View Selection in Neural Volume Rendering CVPR 2024
A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity AISTATS 2024
Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024
Optimal Exploration is no harder than Thompson Sampling AISTATS 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024