conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

Quantifying the morphosyntactic content of Brown Clusters NAACL 2019
On the Idiosyncrasies of the Mandarin Chinese Classifier System NAACL 2019
Automated Model Selection with Bayesian Quadrature ICML 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Estimating Information Flow in Deep Neural Networks ICML 2019
TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning ICML 2019
High-Throughput Computation of Shannon Mutual Information on Chip RSS 2019
Mutual-Information Regularization in Markov Decision Processes and Actor-Critic Learning CORL 2019
Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019
Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018
Mutual Information Neural Estimation ICML 2018
Entropy and mutual information in models of deep neural networks NIPS 2018
Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement EMNLP 2018
Learning to Share and Hide Intentions using Information Regularization NIPS 2018
Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018
What Do Deep Networks Like to See? CVPR 2018
Fixing a Broken ELBO ICML 2018
Learning Non-parametric Markov Networks with Mutual Information PGM 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization NIPS 2018
Lattice-free State-level Minimum Bayes Risk Training of Acoustic Models INTERSPEECH 2018
A Direct Sum Result for the Information Complexity of Learning COLT 2018
A Robust Approach to Sequential Information Theoretic Planning ICML 2018