Abstract: We present the first acquisition-agnostic diffusion generative model for Magnetic Resonance Imaging (MRI) in the neonatal intensive care unit (NICU) to solve a range of inverse problems for ...

How “pre-emptive” submissions to INTERPOL’s CCF can reduce Diffusion and Notice risk before it becomes a border problem - By the time a ...

ABSTRACT: This paper presents and analyzes a Discrete Duality Finite Volume (DDFV) method to solve 2D diffusion problems under prescribed Robin boundary conditions. The derivation of a symmetric ...

A few years ago, a new kind of AI called a diffusion model appeared. Today, it powers tools like Stable Diffusion and Runway Gen-2, turning text prompts into high-quality images and even short videos.

Abstract: In recent years, the ascendance of diffusion modeling as a state-of-the-art generative modeling approach has spurred significant interest in their use as priors in Bayesian inverse problems.

I'm trying to run diffusion pipe on runpod machine, i have problem with flash attn , it wont work with the pro 6000 gpu. i tried to install 2.8.1 flash attn with cuda 12.8 and torch 2.8.0 but it work ...

We propose a new method called Decoupled Annealing Posterior Sampling (DAPS) that relies on a novel noise annealing process to solve posterior sampling with diffusion prior. Specifically, we decouple ...

I have a lot of Democratic friends who are extremely disappointed with their party leaders. They tell me that the Democratic Party is currently rudderless, weak, passive, lacking a compelling message.

Stable Diffusion 3.5, released on October 22, claims improved prompt adherence and diverse outputs with three customizable models for various uses. Stability AI claims this update enhances prompt ...

ABSTRACT: Dam-break flows pose significant threats to urban areas due to their potential for causing rapid and extensive flooding. Traditional numerical methods for simulating these events struggle ...