89 citations · 163 across the 15 of their papers we have counts for
3 papers · 1 filter
NCA: Texture Generation with Ultra-Compact Neural Cellular Automata
Alexander Mordvintsev, Eyvind Niklasson
We study the problem of example-based procedural texture synthesis using highly compact models. Given a sample image, we use differentiable programming to train a generative proces…
Differentiable Programming of Reaction-Diffusion Patterns
Alexander Mordvintsev, Ettore Randazzo, Eyvind Niklasson
Reaction-Diffusion (RD) systems provide a computational framework that governs many pattern formation processes in nature. Current RD system design practices boil down to trial-and…
Texture Generation with Neural Cellular Automata
Alexander Mordvintsev, Eyvind Niklasson, Ettore Randazzo
Neural Cellular Automata (NCA) have shown a remarkable ability to learn the required rules to "grow" images, classify morphologies, segment images, as well as to do general computa…