The Singularity Space: A Generative Diffusion Framework for Signal Representation

Eli Bar-Yosef, Amir Averbuch, Eli Turkel

Generative models often represent signals as dense grids of amplitudes, blurring sharp transients that are crucial for the correctness of physical signals. We introduce Singularity…