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information bottleneck

224 papers

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Also known as

IB

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

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019
Significance-Aware Information Bottleneck for Domain Adaptive Semantic Segmentation ICCV 2019
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Mutual Information Neural Estimation ICML 2018
Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts INTERSPEECH 2018
Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018
Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018
Multi-Task Clustering of Human Actions by Sharing Information CVPR 2017
Discovering Potential Correlations via Hypercontractivity NIPS 2017
Information Bottleneck Inspired Method For Chat Text Segmentation IJCNLP 2017
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS 2017
Information Bottleneck Learning Using Privileged Information for Visual Recognition CVPR 2016
Two-Pass IB Based Speaker Diarization System Using Meeting-Specific ANN Based Features INTERSPEECH 2016
Relevant sparse codes with variational information bottleneck NIPS 2016
Sparse meta-Gaussian information bottleneck ICML 2014
A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013
Meta-Gaussian Information Bottleneck NIPS 2012
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons NIPS 2007
Efficient Methods for Privacy Preserving Face Detection NIPS 2006
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons NIPS 2006
Information Bottleneck for Non Co-Occurrence Data NIPS 2006
Information Bottleneck for Gaussian Variables JMLR 2005
Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005
Distributional Word Clusters vs. Words for Text Categorization JMLR 2003