information bottleneck

Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022 InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks ICLR 2022 Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NeurIPS 2022 Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Investigating Information-Theoretic Properties of the Typology of Spatial Demonstratives NAACL 2022 Natural image synthesis for the retina with variational information bottleneck representation NeurIPS 2022 PAC-Bayes Information Bottleneck ICLR 2022 Policy Gradients Incorporating the Future ICLR 2022 Principled Paraphrase Generation with Parallel Corpora ACL 2022 Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding ICML 2022 SoFaiR: Single Shot Fair Representation Learning IJCAI 2022 Towards a Robust Differentiable Architecture Search Under Label Noise WACV 2022 Trading off Utility, Informativeness, and Complexity in Emergent Communication NeurIPS 2022 Understanding over-squashing and bottlenecks on graphs via curvature ICLR 2022 Applying the Information Bottleneck Principle to Prosodic Representation Learning Interspeech 2021 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition WACV 2021 Coarse-To-Fine Person Re-Identification With Auxiliary-Domain Classification and Second-Order Information Bottleneck CVPR 2021 Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021 DIBS: Diversity Inducing Information Bottleneck in Model Ensembles AAAI 2021 DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation ICLR 2021 Disentangled Information Bottleneck AAAI 2021