active learning

Client-level Active Error Correction in Distributed Learning AAAI 2026 CoAct: Co-Active LLM Preference Learning with Human-AI Synergy ACL 2026 Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026 Decomposition Sampling for Efficient Region Annotations in Active Learning WACV 2026 Dimension-Aware Active Annotation for Aesthetic Perception via Multi-Agent Human–AI Collaboration AAAI 2026 DRMD: Deep Reinforcement Learning for Malware Detection Under Concept Drift AAAI 2026 Effective Strategies for Teaching Machine Learning AAAI 2026 Explore, Refine, then Commit: Nearly Optimal Multi-Group Mean Estimation with Active Learning UAI 2026 Exploring Entropy-based Active Learning for Fair Brain Segmentation MIDL 2026 FluidGaussian: Propagating Simulation-Based Uncertainty Toward Functionally-Intelligent 3D Reconstruction CVPR 2026 From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning AAAI 2026 Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026 IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection WACV 2026 Language Model-Driven Data Pruning Enables Efficient Active Learning EACL 2026 Learnability-Driven Submodular Optimization for Active Roadside 3D Detection CVPR 2026 Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection CVPR 2026 LiGen: Active Lipid Generation via a Molecular Language Model ACL 2026 LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks ACL 2026 Matched-Pair Experimental Design with Active Learning UAI 2026 MDS-VQA: Model-Informed Data Selection for Video Quality Assessment CVPR 2026 Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026 Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026 Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026 Portable Active Learning for Object Detection CVPR 2026 Practising responsibility: Ethics in NLP as a hands-on course EACL 2026