conftrace_

deep latent variable model

10 papers

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Also known as

DLVM

Co-occurring keywords · papers mentioning both

variational inference (5) variational autoencoder (4) missing data (3) latent variable model (3) evidence lower bound (2) generative model (2) importance weighting (2) importance sampling (2) exact likelihood (1) importance-weighted variational inference (1)

Papers

The VampPrior Mixture Model AISTATS 2025 How to deal with missing data in supervised deep learning? ICLR 2022 Identifiability of deep generative models without auxiliary information NeurIPS 2022 A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models NeurIPS 2021 Monte Carlo Variational Auto-Encoders ICML 2021 not-MIWAE: Deep Generative Modelling with Missing not at Random Data ICLR 2021 On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models AISTATS 2021 Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization NeurIPS 2020 MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets ICML 2019 Leveraging the Exact Likelihood of Deep Latent Variable Models NeurIPS 2018