G. Yüksel (Göksenin)

I mainly work on training foundation models for general audio representation learning that integrate spatial reasoning capabilities. My work focuses primarly on training these models without labelled data by developing self-supervised learning algorithms.

On the side, I focus on flow matching algorithms for generative, and group equivariant deep learning for parameter efficient AI.

• Natural Computing & Neurotechnology

• Artificial cognitive systems