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

Exploring Domain Generalization and Subpopulation Shift for Generalizable Graph-Level Anomaly Detection AAAI 2026

Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning AAAI 2026

Disentangled Generation-Based Prototypical Alignment for Few-Shot Unsupervised Domain Adaptation in Graph-Level Anomaly Detection AAAI 2026

MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026

Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026

Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge AAAI 2026

SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026

Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective AAAI 2026

Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection AAAI 2026

ZipLJP: Zipped Information Processor for Legal Judgment Prediction AAAI 2026

CompTrack: Information Bottleneck-Guided Low-Rank Dynamic Token Compression for Point Cloud Tracking AAAI 2026

InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck AAAI 2026

Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity AAAI 2026

Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation AAAI 2026

Interpretable and Robust Behavior Abstraction via Environment-Disentangled Heterogeneous Graph AAAI 2026

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026

GCIB: Causal Intervention Guided Graph Information Bottleneck Framework AAAI 2026

Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025

Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025

Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025

Structural Entropy Guided Probabilistic Coding AAAI 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

An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025