Ibrahim Ayed
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
neural network
(2)
dynamical system
(2)
domain generalization
(1)
memory efficiency
(1)
gradient flow
(1)
surrogate model
(1)
physics-informed learning
(1)
generative adversarial network
(1)
differential equation
(1)
data-driven model
(1)
greedy learning
(1)
hybrid model
(1)
data-driven modeling
(1)
physical modeling
(1)
discriminator analysis
(1)
infinite-width network
(1)
model correction
(1)
cardiac electrophysiology
(1)
environment-specific model
(1)
shared model
(1)
Papers
Module-wise Training of Neural Networks via the Minimizing Movement Scheme
NeurIPS 2023
A Neural Tangent Kernel Perspective of GANs
ICML 2022
Deep Learning for Model Correction in Cardiac Electrophysiological Imaging
MIDL 2022
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
ICLR 2021
LEADS: Learning Dynamical Systems that Generalize Across Environments
NeurIPS 2021