Ensemble Kalman filter in latent space using a variational autoencoder pair

18 February 2025

Papers citing "Ensemble Kalman filter in latent space using a variational autoencoder pair"

7 / 7 papers shown

Title
AI-Aided Kalman Filters Nir Shlezinger Guy Revach Anubhab Ghosh Saikat Chatterjee Shuo Tang Tales Imbiriba J. Duník O. Straka Pau Closas Yonina C. Eldar 107 5 0 16 Oct 2024
Learning Optimal Filters Using Variational Inference Enoch Luk Eviatar Bach Ricardo Baptista Andrew Stuart 44 7 0 26 Jun 2024
Deep Generative Data Assimilation in Multimodal Setting Yongquan Qu Juan Nathaniel Shuolin Li Pierre Gentine 3DGS 50 17 0 10 Apr 2024
A comparison of nonlinear extensions to the ensemble Kalman filter: Gaussian Anamorphosis and Two-Step Ensemble Filters Ian G. Grooms 52 10 0 15 Jul 2021
Latent Space Data Assimilation by using Deep Learning Mathis Peyron Anthony Fillion S. Gürol Victor Marchais Serge Gratton Pierre Boudier G. Goret AI4CE 36 46 0 01 Apr 2021
Diagnosing and Enhancing VAE Models Bin Dai David Wipf DRL 31 378 0 14 Mar 2019
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 95 18,534 0 06 Feb 2015