CycleGAN Through the Lens of (Dynamical) Optimal Transport

von Bézenac, Emmanuel de
Veröffentlicht in ECML PKDD (2021 : Online) Machine Learning and Knowledge Discovery in Databases ; Part 2: Research Track (2021)

A Principle of Least Action for the Training of Neural Networks

von Karkar, Skander
Veröffentlicht in ECML/PKDD (2020 : Online) Machine learning and knowledge discovery in databases ; Part 2 (2021)

APHYN-EP: Physics-Based Deep Learning Framework to Learn and Forecast Cardiac Electrophysiology Dynamics

von Kashtanova, Victoriya
Veröffentlicht in STACOM Workshop (13. : 2022 : Singapur) Statistical atlases and computational models of the heart (2022)

EP-Net 2.0: Out-of-Domain Generalisation for Deep Learning Models of Cardiac Electrophysiology

von Kashtanova, Victoriya
Veröffentlicht in Functional imaging and modeling of the heart (2021)

LEADS: Learning Dynamical Systems that Generalize Across Environments

von Yin, Yuan
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 10 of 36 (2022)

A Neural Tangent Kernel Perspective of GANs

von Franceschi, Jean-Yves
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 9 of 33 (2023)