With 120 and 125 teraFLOPS of BF16 grunt respectively, the Spark roughly matches AMD's Radeon Pro W7900, while achieving a ...

Abstract: Diffusion models generate high-quality images through progressive denoising but are computationally intensive due to large model sizes and repeated sampling. Knowledge ...

High-strength aluminum alloys are critical for making cars and planes more lightweight and fuel-efficient, but manufacturers ...

With so much money flooding into AI startups, it’s a good time to be an AI researcher with an idea to test out. And if the idea is novel enough, it might be easier to get the resources you need as an ...

ABSTRACT: Our research focuses on the detection of M. ulcerans (Mycobacterium ulcerans), etiological agent of Buruli ulcer, and the analysis of the spectra of the optical properties of human skin by ...

Diffusion models gradually refine and produce a requested output, sometimes starting from random noise—values generated by the model itself—and sometimes working from user-provided data. Think of ...

Objective: This study aims to investigate the application value of fractional-order calculus (FROC) and continuous-time random-walk (CTRW) derived multiple parameters in distinguishing benign and ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. While it is very common to model diffusion as a random walk by assuming memorylessness ...

This implementation provides a streamlined approach to Decentralized Diffusion Models (DDM) training without requiring data clustering or DINO feature extraction. The system trains multiple expert ...