variational information bottleneck

Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026 IF-Prune: Information-Flow Guided Token Pruning for Efficient Vision-Language Models CVPR 2026 VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck ACL 2026 VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training ACL 2026 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors ICLR 2025 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 VIB-based Real Pre-emphasis Audio Deepfake Source Tracing Interspeech 2025 Challenging margin-based speaker embedding extractors by using the variational information bottleneck Interspeech 2024 Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction COLING 2024 Explainable Earnings Call Representation Learning (Student Abstract) AAAI 2024 RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024 Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NeurIPS 2024 Universal Humanoid Motion Representations for Physics-Based Control ICLR 2024 A VAE for Transformers with Nonparametric Variational Information Bottleneck ICLR 2023 Cell Variational Information Bottleneck Network ACML 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023 A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022 Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Interspeech 2022 Bayesian Imitation Learning for End-to-End Mobile Manipulation ICML 2022 E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models COLING 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 Vision-Based Manipulators Need to Also See from Their Hands ICLR 2022