Speaker
Prof.
Niloy Mitra
(University College London)
Description
We shift focus to implicit neural fields and their roots in classical geometry, highlighting why they are so popular for high-fidelity shape generation and 4D animation. We will discuss why extracting a clean, usable surface from these implicit mathematical volumes remains a non-trivial computational challenge, especially for modern learning setups.
Author
Prof.
Niloy Mitra
(University College London)