Miika Aittala

Miika Aittala is a senior research scientist at NVIDIA, where he works on neural generative modeling and computer graphics. His recent research has focused on fundamentals of diffusion models and GANs, as well as their applications to imaging. Prior to joining NVIDIA, he obtained his PhD from Aalto University, and worked as a postdoctoral researcher at MIT CSAIL.
Miika Aittala

Posts by Miika Aittala

Generative AI

Rethinking How to Train Diffusion Models

After exploring the fundamentals of diffusion model sampling, parameterization, and training as explained in Generative AI Research Spotlight: Demystifying... 15 MIN READ
Generative AI

Generative AI Research Spotlight: Demystifying Diffusion-Based Models

With Internet-scale data, the computational demands of AI-generated content have grown significantly, with data centers running full steam for weeks or months... 26 MIN READ