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amortized variational inference

12 papers

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Also known as

AVI

Co-occurring keywords

variational autoencoder (1288) amortized inference (102) variational inference (2069) posterior collapse (55) generative model (2892) latent variable (541) kl divergence (196) forward kl divergence (2) variational marginalization (1) chaotic forecasting (1)

Papers

Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference AISTATS 2024
Taming Continuous Posteriors for Latent Variational Dialogue Policies AAAI 2023
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021
A Batch Normalized Inference Network Keeps the KL Vanishing Away ACL 2020
Meta-Amortized Variational Inference and Learning AAAI 2020
On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond ACL 2020
Forward Amortized Inference for Likelihood-Free Variational Marginalization AISTATS 2019
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference NIPS 2019
Semi-Amortized Variational Autoencoders ICML 2018
Latent Alignment and Variational Attention NIPS 2018
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018
Variational Inference with Normalizing Flows ICML 2015