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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

Span-based Named Entity Recognition by Generating and Compressing Information EACL 2023
Recognizable Information Bottleneck IJCAI 2023
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck CVPR 2023
Text Representation Distillation via Information Bottleneck Principle EMNLP 2023
Minimum Description Length and Generalization Guarantees for Representation Learning NIPS 2023
Local Intrinsic Dimensional Entropy AAAI 2023
Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
How Does Information Bottleneck Help Deep Learning? ICML 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023
Effective and Efficient Structural Inference with Reservoir Computing ICML 2023
Explanation Regeneration via Information Bottleneck ACL 2023
Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck ICML 2022
SoFaiR: Single Shot Fair Representation Learning IJCAI 2022
Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
Investigating Information-Theoretic Properties of the Typology of Spatial Demonstratives NAACL 2022
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding ICML 2022
A Differential Entropy Estimator for Training Neural Networks ICML 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
Principled Paraphrase Generation with Parallel Corpora ACL 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022