Active Learning

DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024 DOS: Diverse Outlier Sampling for Out-of-Distribution Detection ICLR 2024 Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition NeurIPS 2024 Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NeurIPS 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach AISTATS 2024 Efficient Active Learning with Adapters EMNLP 2024 Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024 Efficiently Acquiring Human Feedback with Bayesian Deep Learning EACL 2024 Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning AISTATS 2024 Efficient Online Crowdsourcing with Complex Annotations AAAI 2024 Efficient Variational Sequential Information Control AISTATS 2024 ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024 Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NeurIPS 2024 Enhancing Preference-based Linear Bandits via Human Response Time NeurIPS 2024 Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling AAAI 2024 Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection NeurIPS 2024 Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation EACL 2024 Entity Alignment with Noisy Annotations from Large Language Models NeurIPS 2024 Entropic Open-Set Active Learning AAAI 2024 Epistemic Uncertainty Quantification For Pre-Trained Neural Networks CVPR 2024 Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception CVPR 2024 Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity NeurIPS 2024 Evidential Uncertainty Quantification: A Variance-Based Perspective WACV 2024 Evolving Knowledge Distillation with Large Language Models and Active Learning COLING 2024