Skip to content
conftrace_

information bottleneck

295 papers

Explore in graph

Also known as

IB

Co-occurring keywords · papers mentioning both

representation learning (60) mutual information (59) variational inference (43) graph neural network (25) adversarial robustness (17) self-supervised learning (15) neural network (15) reinforcement learning (13) disentangled representation (12) knowledge distillation (11)

Papers

Towards an Incremental Unified Multimodal Anomaly Detection: Augmenting Multimodal Denoising From an Information Bottleneck Perspective CVPR 2026 Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective AAAI 2026 ZipLJP: Zipped Information Processor for Legal Judgment Prediction AAAI 2026 Accurate Identification of Communication Between Multiple Interacting Neural Populations ICML 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025 Aligning Multimodal Representations through an Information Bottleneck ICML 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method ICML 2025 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025 A Variational Information Theoretic Approach to Out-of-Distribution Detection ICML 2025 Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Calibrating LLMs with Information-Theoretic Evidential Deep Learning ICLR 2025 Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025 Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025 Deep Disentangled Metric Learning AAAI 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 Diffusion Models for Attribution AAAI 2025 Discrete Curvature Graph Information Bottleneck AAAI 2025 Disentangled Information Bottleneck for Adversarial Text Defense EMNLP 2025 Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling EMNLP 2025 Federated Graph Condensation with Information Bottleneck Principles AAAI 2025 IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck ICML 2025 Information-Bottleneck Driven Binary Neural Network for Change Detection ICCV 2025 Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting ICML 2025