Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease
Progression

Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression

5 June 2021

Papers citing "Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression"

9 / 9 papers shown

Title
Longitudinal Self-supervised Learning Using Neural Ordinary Differential Equation Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Hugo Le Boité ... Pascale Massin B. Cochener Ikram Brahim G. Quellec M. Lamard 21 4 0 16 Oct 2023
Learning Hybrid Dynamics Models With Simulator-Informed Latent States K. Ensinger Sebastian Ziesche Sebastian Trimpe 29 1 0 06 Sep 2023
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations Linus Bleistein Agathe Guilloux 30 1 0 26 May 2023
Benchmarking Continuous Time Models for Predicting Multiple Sclerosis Progression Alexander Norcliffe Lev Proleev Diana Mincu F. Hartsell Katherine A. Heller Subhrajit Roy 26 2 0 15 Feb 2023
Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models Naoya Takeishi Alexandros Kalousis AAML 35 3 0 24 Oct 2022
Robust Hybrid Learning With Expert Augmentation Antoine Wehenkel Jens Behrmann Hsiang Hsu Guillermo Sapiro Gilles Louppe and J. Jacobsen 21 8 0 08 Feb 2022
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling Naoya Takeishi Alexandros Kalousis DRL AI4CE 22 54 0 25 Feb 2021
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 89 288 0 03 Mar 2020
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 76 160 0 19 Sep 2019