information bottleneck

Informative Synthetic Data Generation for Thorax Disease Classification UAI 2025 Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem AISTATS 2025 Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck ICLR 2025 Learning Mask Invariant Mutual Information for Masked Image Modeling ICLR 2025 Learning Molecular Representation in a Cell ICLR 2025 Learning Optimal Multimodal Information Bottleneck Representations ICML 2025 Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning ICLR 2025 Learning to Discover Regulatory Elements for Gene Expression Prediction ICLR 2025 Measuring In-Context Computation Complexity via Hidden State Prediction ICML 2025 More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression EMNLP 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025 Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability ICLR 2025 Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025 Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025 Projection Head is Secretly an Information Bottleneck ICLR 2025 QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory EMNLP 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation ICML 2025 Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025 ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck ICML 2025 Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025 Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks ICLR 2025 Structural Entropy Guided Probabilistic Coding AAAI 2025 Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025