This project was inspired by Cold Diffusion, although this isn't a generative model. The NYU-DepthV2 dataset was very helpful, with its high-quality depth maps. I struggled to find large depth-pair ...

Stable Diffusion is a deep learning model that can generate high-quality images from natural language descriptions known as text prompts. But, how does Stable Diffusion work? Generative AI can be an ...

While traditional methods focus on algorithmic generation with predefined properties, deep learning for hypergraph generation ... connections to reconstruct the hypergraph. The model employs a ...

This repository contains the implementation of Diffusion Models as part of a homework assignment for the Deep Learning course at Sharif University ... Reverse Process: The model is trained to reverse ...

Abstract: In this letter, we propose a novel and high-performing deep learning framework for remaining useful life (RUL) prediction, called RUL-Diff, by leveraging a generative diffusion model. It is ...