amortized variational inference

Amortized Variational Inference: When and Why? UAI 2024 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 NeurIPS 2019 GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model EMNLP 2018 Latent Alignment and Variational Attention NeurIPS 2018 Semi-Amortized Variational Autoencoders ICML 2018 Variational Inference with Normalizing Flows ICML 2015