mutual information

Fixing a Broken ELBO ICML 2018 Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018 Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NeurIPS 2018 GILBO: One Metric to Measure Them All NeurIPS 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018 Isolating Sources of Disentanglement in Variational Autoencoders NeurIPS 2018 Lattice-free State-level Minimum Bayes Risk Training of Acoustic Models Interspeech 2018 Learning Non-parametric Markov Networks with Mutual Information PGM 2018 Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML 2018 Learning to Share and Hide Intentions using Information Regularization NeurIPS 2018 Mutual Information Neural Estimation ICML 2018 NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018 Overcoming Language Priors in Visual Question Answering with Adversarial Regularization NeurIPS 2018 Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement EMNLP 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 What Do Deep Networks Like to See? CVPR 2018 An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech Interspeech 2017 Discovering Potential Correlations via Hypercontractivity NeurIPS 2017 Estimating Mutual Information for Discrete-Continuous Mixtures NeurIPS 2017 Exploring Personalized Neural Conversational Models IJCAI 2017 Fundamental limits of symmetric low-rank matrix estimation COLT 2017 Independence clustering (without a matrix) NeurIPS 2017 Information-theoretic analysis of generalization capability of learning algorithms NeurIPS 2017 Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications NeurIPS 2017