mutual information

Not Just How Much, But Where: Decomposing Epistemic Uncertainty into Per-Class Contributions UAI 2026 Optimizing Likelihoods via Mutual Information: Bridging Simulation-Based Inference and Bayesian Optimal Experimental Design UAI 2026 PAS: Prelim Attention Score for Detecting Object Hallucinations in Large Vision-Language Models CVPR 2026 REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026 rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026 Robust Spiking Neural Networks by Temporal Mutual Information CVPR 2026 SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026 Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026 Soft Modality-Guided Expert Specialization in MoE-VLMs CVPR 2026 Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026 StructXLIP: Enhancing Vision-language Models with Multimodal Structural Cues CVPR 2026 TIM++: Transductive Information Maximization for Few-Shot CLIP AAAI 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026 Transformer Based Bayesian Network Structure Learning from an Information Theory Perspective UAI 2026 Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach AAAI 2026 What Do Prosody and Text Convey? Characterizing How Meaningful Information is Distributed Across Multiple Channels ACL 2026 Aligning Multimodal Representations through an Information Bottleneck ICML 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 AnyEdit: Edit Any Knowledge Encoded in Language Models ICML 2025 Benchmarking LLMs' Judgments with No Gold Standard ICLR 2025 Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025 Binary Event-Driven Spiking Transformer IJCAI 2025 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025