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information bottleneck

224 papers

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Also known as

2O-IB AIB MIB GIB IBA SIB IB VIB

Co-occurring keywords

representation learning (6174) mutual information (717) variational inference (2069) graph neural network (3945) self-supervised learning (3751) neural network (6616) adversarial robustness (1335) disentangled representation (516) knowledge distillation (3680) model compression (3283)

Papers

SyncDiff: Diffusion-Based Talking Head Synthesis with Bottlenecked Temporal Visual Prior for Improved Synchronization WACV 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
Federated Graph Condensation with Information Bottleneck Principles AAAI 2025
Information-Bottleneck Driven Binary Neural Network for Change Detection ICCV 2025
Deep Disentangled Metric Learning AAAI 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025
Diffusion Models for Attribution AAAI 2025
Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025
An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025
Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024
Protecting Your LLMs with Information Bottleneck NIPS 2024