2 papers
cs.CV2025
A Geometric Unification of Generative AI with Manifold-Probabilistic Projection Models
Leah Bar, Liron Mor Yosef, Shai Zucker +3
Most models of generative AI for images assume that images are inherently low-dimensional objects embedded within a high-dimensional space. Additionally, it is often implicitly ass…
quant-ph2024
Multivariate trace estimation using quantum state space linear algebra
Liron Mor Yosef, Shashanka Ubaru, Lior Horesh +1
In this paper, we present a quantum algorithm for approximating multivariate traces, i.e. the traces of matrix products. Our research is motivated by the extensive utility of multi…