This project provides a complete pipeline for latent diffusion models, covering image dataset encoding into latents, training three different models with two distinct noise schedules, and sampling ...

After years as a professional research assistant at INSTAAR’s stable isotope lab, Valerie Morris estimates she’s processed more than 10 kilometers of ice from around the world. “You’ve done more ice ...

AMD has officially enabled Stable Diffusion on its latest generation of Ryzen AI processors, bringing local generative AI image creation to systems equipped with XDNA 2 NPUs. The feature arrives ...

Agricultural soil testing is critical to determining soil’s nutrient concentration and variability across your fields. It is ideal to test your fields’ soil at least every two to three years to inform ...

Forbes contributors publish independent expert analyses and insights. A former tech executive covering AI, XR and The Metaverse for Forbes. BURBANK, CALIFORNIA - OCTOBER 16: A sign refers to A.I. as ...

TL;DR: By 2025, over 8GB of VRAM will be essential for high-end 1440p and 4K gaming and local AI workloads. NVIDIA and Stability AI optimized Stable Diffusion 3.5 with FP8 quantization and TensorRT, ...

The most important practice learned after introducing multiple early technologies into regulated markets has been that interesting technologies create a starting point; developing a complete solution ...

ABSTRACT: Stable distributions are well-known for their desirable properties and can effectively fit data with heavy tail. However, due to the lack of an explicit probability density function and ...

Diffusion processes have emerged as promising approaches for sampling from complex distributions but face significant challenges when dealing with multimodal targets. Traditional methods based on ...

Abstract: Generative diffusion models have emerged as a powerful tool for high-quality image synthesis, yet their iterative nature demands significant computational resources. This paper proposes an ...