The research team argues that the diffusion model, which gradually removes noise probabilistically, is essentially the same as an evolutionary algorithm.

Stable Diffusion is a machine learning algorithm capable of generating weirdly complex and (somewhat) believable images just from interpreting natural language descriptions. The text-to-image AI ...

With the continuous advancement of quantum computing technology, the application prospects of quantum algorithms are becoming increasingly broad, especially the Grover algorithm, which demonstrates ...

In this paper, we propose an adaptive finite element algorithm for the numerical solution of a class of nonlocal models which correspond to nonlocal diffusion equations and linear scalar peridynamic ...

Better than JPEG? Researcher discovers that Stable Diffusion can compress images Lossy compression bypasses text-to-image portions of Stable Diffusion with interesting results.

The heat diffusion algorithm can be thought of as a system that has users connected in a network with the objects they have interacted with and evaluated, and values are passed among the items in ...

In this paper we present a rigorous error analysis for the Lagrange-Galerkin method applied to convection-dominated diffusion problems. We prove new error estimates ...