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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

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NIPS 2024
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023
Label Information Bottleneck for Label Enhancement CVPR 2023
Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution NIPS 2023
Enlarging Instance-Specific and Class-Specific Information for Open-Set Action Recognition CVPR 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
Representation Disparity-aware Distillation for 3D Object Detection ICCV 2023
Interpretable Prototype-based Graph Information Bottleneck NIPS 2023
Learning Robust Representations with Information Bottleneck and Memory Network for RGB-D-based Gesture Recognition ICCV 2023
TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery NIPS 2023
Span-based Named Entity Recognition by Generating and Compressing Information EACL 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023
VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Deep Graph Structural Infomax AAAI 2023
How Does Information Bottleneck Help Deep Learning? ICML 2023
Learning to Abstract with Nonparametric Variational Information Bottleneck EMNLP 2023
SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023
Improving Adversarial Robustness via Information Bottleneck Distillation NIPS 2023