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Variational Inference

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TitleStatusHype
Variational Domain Adaptation—0
Amortized Bayesian Meta-Learning—0
Neural Variational Inference For Embedding Knowledge Graphs—0
VHEGAN: Variational Hetero-Encoder Randomized GAN for Zero-Shot Learning—0
Modular Deep Probabilistic ProgrammingCode0
Auxiliary Variational MCMCCode0
Design of Communication Systems using Deep Learning: A Variational Inference PerspectiveCode0
Effective Estimation of Deep Generative Language ModelsCode0
Variational Bayes for high-dimensional linear regression with sparse priors—0
Copula-like Variational InferenceCode0
Variational Inference for Computational Imaging Inverse Problems—0
Inferring the quantum density matrix with machine learning—0
Variational AutoEncoder For Regression: Application to Brain Aging AnalysisCode0
Novel Uncertainty Framework for Deep Learning Ensembles—0
A Generalization Bound for Online Variational Inference—0
Unsupervised Recurrent Neural Network GrammarsCode0
Robust Deep Gaussian Processes—0
Generalized Variational Inference: Three arguments for deriving new PosteriorsCode0
Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks—0
Perturbative estimation of stochastic gradients—0
Understanding Posterior Collapse in Generative Latent Variable Models—0
Variational autoencoders trained with q-deformed lower bounds—0
Learning Deep Latent-variable MRFs with Amortized Bethe Free Energy Minimization—0
Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
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