active learning

Consensus-Driven Active Model Selection ICCV 2025 Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation AISTATS 2025 Cost-aware Discovery of Contextual Failures using Bayesian Active Learning CoRL 2025 CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations WACV 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy COLING 2025 Debiased Active Learning with Variational Gradient Rectifier AAAI 2025 Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025 Dia-Lingle: A Gamified Interface for Dialectal Data Collection ACL 2025 Diffusion-Based Active Learning for Distributed Client Manifolds AAAI 2025 Distributionally Robust Active Learning for Gaussian Process Regression ICML 2025 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ACL 2025 Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025 DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025 Efficient Active Imitation Learning with Random Network Distillation ICLR 2025 Efficient Biological Data Acquisition through Inference Set Design ICLR 2025 Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs ICLR 2025 Efficient Robot Learning via Interaction with Humans AAAI 2025 Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics ICLR 2025 Eliciting Human Preferences with Language Models ICLR 2025 Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025 Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025 Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages IJCNLP 2025 Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization ACL 2025