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mutual information

835 papers

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MI

Co-occurring keywords · papers mentioning both

representation learning (165) contrastive learning (83) information bottleneck (59) variational inference (58) information theory (55) unsupervised learning (49) self-supervised learning (44) variational autoencoder (30) graph neural network (29) neural network (29)

Papers

GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction RSS 2025 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts ICLR 2025 i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation UAI 2025 InfoDPCCA: Information-Theoretic Dynamic Probabilistic Canonical Correlation Analysis UAI 2025 InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping ICLR 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Information Theoretic Text-to-Image Alignment ICLR 2025 InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective ICML 2025 Interaction-Aware Parameter Privacy-Preserving Data Sharing in Coupled Systems via Particle Filter Reinforcement Learning L4DC 2025 Iterative Counterfactual Data Augmentation AAAI 2025 Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification ICML 2025 Learning Joint Behaviors with Large Variations AAAI 2025 Learning Mask Invariant Mutual Information for Masked Image Modeling ICLR 2025 Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning ICLR 2025 MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025 Modeling Bottom-up Information Quality during Language Processing EMNLP 2025 Morpheme Induction for Emergent Language EMNLP 2025 Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025 Multi-Condition Guided Diffusion Network for Multimodal Emotion Recognition in Conversation NAACL 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025 MutualNeRF: Improve the Performance of NeRF under Limited Samples with Mutual Information Theory UAI 2025 NATRA: Noise-Agnostic Framework for Trajectory Prediction with Noisy Observations ICCV 2025 NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025 Ordered V-information Growth: A Fresh Perspective on Shared Information AISTATS 2025