information gain

ActiveGrasp: Information-Guided Active Grasping with Calibrated Energy-based Model CVPR 2026 Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents CVPR 2026 Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models AAAI 2026 CIGMA: Causal Information-Gain Mechanistic Attribution of Attention Heads in Vision Transformers CVPR 2026 Decisive: Guiding User Decisions with Optimal Preference Elicitation from Unstructured Documents ACL 2026 Information-Theoretic Bayesian Optimization for Bilevel Optimization Problems UAI 2026 Isolating the Role of Temporal Information in Video Saliency: A Controlled Experimental Analysis WACV 2026 MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models ACL 2026 OffRIPP: Offline RL-based Informative Path Planning L4DC 2026 ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026 Robust Bayesian Decision Making under Adversarial Uncertainty UAI 2026 The Price of Knowledge: Optimal Algorithms for Costly Bandits UAI 2026 Triviality Corrected Endogenous Reward ACL 2026 Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation ACL 2026 Active Fine-Tuning of Multi-Task Policies ICML 2025 ActiveGAMER: Active GAussian Mapping through Efficient Rendering CVPR 2025 Active Task Disambiguation with LLMs ICLR 2025 An Instrumental Value for Data Production and its Application to Data Pricing ICML 2025 Approximate information maximization for bandit games AISTATS 2025 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds ICML 2025 CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction CoRL 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025 FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025