Presentation

55. Train Once, Generate Anywhere: Discretization Agnostic Neural Cellular Automata Using SPH Method
DescriptionWe introduce SPH‑NCA, a discretization agnostic neural cellular automata that uses a differentiable SPH method for perception and a stable training scheme, allowing image and texture synthesis on any grid, resolution, or 3D surface while trained on a fixed-resolution 2D image.
Event Type
Poster
TimeSunday, 10 August 20259:00am - 5:30pm PDT
LocationWest Building, Level 2, Outside Room 219
Session TimeSunday, 10 August 20259:00am - 5:30pm PDTMonday, 11 August 20259:00am - 5:30pm PDTTuesday, 12 August 20259:00am - 5:30pm PDTWednesday, 13 August 20259:00am - 5:30pm PDTThursday, 14 August 20259:00am - 5:30pm PDT
LocationWest Building, Level 2, Outside Room 219