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

InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022

Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NIPS 2022

Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NIPS 2022

Trading off Utility, Informativeness, and Complexity in Emergent Communication NIPS 2022

Natural image synthesis for the retina with variational information bottleneck representation NIPS 2022

Towards a Robust Differentiable Architecture Search Under Label Noise WACV 2022

Dynamic Bottleneck for Robust Self-Supervised Exploration NIPS 2021

Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NIPS 2021

Robust Predictable Control NIPS 2021

Perturbation Theory for the Information Bottleneck NIPS 2021

Information Bottleneck Disentanglement for Identity Swapping CVPR 2021

Variational Information Bottleneck Based Regularization for Speaker Recognition INTERSPEECH 2021

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation NIPS 2021

Disentangled Information Bottleneck AAAI 2021

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction ACL 2021

A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021

Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021

Rapid Exploration for Open-World Navigation with Latent Goal Models CORL 2021

Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021

Temporal Action Detection With Multi-Level Supervision ICCV 2021

Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction IJCNLP 2021

Applying the Information Bottleneck Principle to Prosodic Representation Learning INTERSPEECH 2021

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction SEMEVAL 2021

Information theoretic meta learning with Gaussian processes UAI 2021