Longitudinal Variational Autoencoder

Longitudinal Variational Autoencoder

17 June 2020

Kalle Kujanpää

Harri Lähdesmäki

Papers citing "Longitudinal Variational Autoencoder"

8 / 8 papers shown

Title
Robust Simulation-Based Inference under Missing Data via Neural Processes Yogesh Verma Ayush Bharti Vikas K. Garg 70 0 0 03 Mar 2025
SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data Mine Ögretir Miika Koskinen Juha Sinisalo Risto Renkonen Harri Lähdesmäki 26 0 0 19 Sep 2024
Variational Inference for Longitudinal Data Using Normalizing Flows Clément Chadebec S. Allassonnière BDL DRL 31 1 0 24 Mar 2023
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes Ba-Hien Tran Babak Shahbaba Stephan Mandt Maurizio Filippone SyDa BDL UQCV 34 5 0 09 Feb 2023
Learning Conditional Variational Autoencoders with Missing Covariates S. Ramchandran Gleb Tikhonov Otto Lönnroth Pekka Tiikkainen Harri Lähdesmäki CML 27 14 0 02 Mar 2022
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yong Liu AI4TS 28 232 0 17 Feb 2022
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 38 124 0 14 May 2021
Sparse Gaussian Process Variational Autoencoders Matthew Ashman Jonathan So Will Tebbutt Vincent Fortuin Michael Pearce Richard Turner 29 33 0 20 Oct 2020