mutual information

AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning ACL 2026 An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 Auditing Language Model Unlearning via Information Decomposition EACL 2026 Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training ACL 2026 Beyond What's Shared: Recovering Lost Unique Information from Intermediate Layers to Boost Multimodal Geo-Foundation Models CVPR 2026 CauVQ: Causal Vector Quantization for Graph OOD Generalization AAAI 2026 CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 Domain-Aware Multi-View Contrastive Representation Learning for Protein Subcellular Localization Prediction AAAI 2026 DrivePTS: A Progressive Learning Framework with Textual and Structural Enhancement for Driving Scene Generation CVPR 2026 Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment AAAI 2026 Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization AAAI 2026 Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026 Fair Domain Generalization: An Information-Theoretic View AAAI 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026 HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026 InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026 InfoQ: Mixed-Precision Quantization via Global Information Flow AAAI 2026 Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks AAAI 2026 Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning AAAI 2026 Measuring Human Contribution in AI-Assisted Content Generation ACL 2026 MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents ACL 2026 Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective ACL 2026 Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation AAAI 2026