conftrace_

variational information bottleneck

27 papers

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Also known as

VIB

Co-occurring keywords

variational inference (2069) information bottleneck (229) representation learning (6206) information theory (491) mutual information (724) graph neural network (3962) convolutional neural network (4226) network pruning (183) transfer learning (5449) feature learning (1311)

Papers

Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026
VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training ACL 2026
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck ACL 2026
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024
Explainable Earnings Call Representation Learning (Student Abstract) AAAI 2024
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction COLING 2024
Challenging margin-based speaker embedding extractors by using the variational information bottleneck INTERSPEECH 2024
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
E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models COLING 2022
Bayesian Imitation Learning for End-to-End Mobile Manipulation ICML 2022
Graph Structure Learning with Variational Information Bottleneck AAAI 2022
Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021
Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach AAAI 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback NIPS 2020
Learning to Groove with Inverse Sequence Transformations ICML 2019