Following the release of Taylor Swift's 'The Life of a Showgirl,' the artist's fiancé, Travis Kelce, has shared his reaction ...

Differential equations are fundamental tools in physics: they are used to describe phenomena ranging from fluid dynamics to general relativity. But when these equations become stiff (i.e. they involve ...

Researchers from the Institute of Cosmos Sciences of the University of Barcelona (ICCUB) have developed a new framework based ...

Introduction: Segmentation of echocardiograms plays a crucial role in clinical diagnosis. Beyond accuracy, a major challenge of video echocardiogram analysis is the temporal consistency of consecutive ...

Abstract: In order to avoid frequent millimeter-wave (mmWave) beam training in high-speed scenarios, in this letter, we propose to exploit the neural ordinary differential equation (ODE) to predict ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. The Community Multiscale Air Quality (CMAQ) model simulates atmospheric phenomena, ...

Hey there, you guys have done an amazing job with this model! I've been looking to use this model on edge devices. The performance is excellent, but it's a bit too slow for some of our deployment ...

Abstract: Diffusion models have recently gained prominence as a novel category of generative models. Despite their success, these models face a notable drawback in terms of slow sampling speeds, ...

I am playing around with diffrax's ODE solving functionality. In a nutshell, I define a simple feedforward MLP with random initialization and benchmark the runtime of using it as the temporal ...