Ibrahim Ayed
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(8)
🗺️
Taxonomy Completionist
(10)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
neural network
(2)
neural network training
(1)
domain generalization
(1)
dynamical system
(1)
memory efficiency
(1)
gradient flow
(1)
surrogate model
(1)
physics-informed learning
(1)
generative adversarial network
(1)
greedy learning
(1)
data-driven modeling
(1)
discriminator analysis
(1)
infinite-width network
(1)
model correction
(1)
cardiac electrophysiology
(1)
environment-specific model
(1)
shared model
(1)
neural tangent kernel
(1)
module-wise training
(1)
Papers
Module-wise Training of Neural Networks via the Minimizing Movement Scheme
NIPS 2023
A Neural Tangent Kernel Perspective of GANs
ICML 2022
Deep Learning for Model Correction in Cardiac Electrophysiological Imaging
MIDL 2022
LEADS: Learning Dynamical Systems that Generalize Across Environments
NIPS 2021
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
ICLR 2021