Active Learning

Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection CVPR 2025 UOREX: Towards Uncertainty-Aware Open Relation Extraction NAACL 2025 Variational Search Distributions ICLR 2025 VCA: Video Curious Agent for Long Video Understanding ICCV 2025 What data should I include in my POS tagging training set? EMNLP 2025 When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback ACL 2025 When The MOS Predictor Asks For Training Annotation In Cross Lingual/Domain Adaptation Interspeech 2025 A Bayesian Approach to Data Point Selection NeurIPS 2024 A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity AISTATS 2024 A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students’ Formative Assessment Responses in Science AAAI 2024 A Cross-Domain Benchmark for Active Learning NeurIPS 2024 Active Batch Sampling for Multi-Label Classification With Binary User Feedback WACV 2024 Active Classification with Few Queries under Misspecification NeurIPS 2024 ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024 Active Deep Multi-view Clustering IJCAI 2024 Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024 Active Generalized Category Discovery CVPR 2024 Active Learning Design Choices for NER with Transformers COLING 2024 Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024 Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes NeurIPS 2024 Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024 Active Learning for Single-Stage Object Detection in UAV Images WACV 2024 Active Learning Guided by Efficient Surrogate Learners AAAI 2024 Active Learning of General Halfspaces: Label Queries vs Membership Queries NeurIPS 2024 Active learning of neural population dynamics using two-photon holographic optogenetics NeurIPS 2024