Speaker
Prof.
Niloy Mitra
(University College London)
Description
We start by exploring how neural networks can explicitly parametrize surfaces while handling surfaces with different genus mapping 2D domains to complex 3D shapes. We will review how these overfitted representations provide direct access to the first and second funda¬mental forms, ultimately enabling the construction of a continuous Laplace neural/shape operator.
Author
Prof.
Niloy Mitra
(University College London)