6 papers
Radio Propagation Modelling: To Differentiate or To Deep Learn, That Is The Question
Stefanos Bakirtzis, Paul Almasan, José Suárez-Varela +5
Differentiable ray tracing has recently challenged the status quo in radio propagation modelling and digital twinning. Promising unprecedented speed and the ability to learn from r…
Mobile Application Traffic Reveals Multifunctional Use Patterns in Parisian Parks
André Felipe Zanella, Linus W. Dietz, Sanja Šćepanović +3
Urban parks play a key role in supporting public health. Landscape architecture typically considers parks through the lens of form and function. While past research on equitable ac…
Illustrating Classic Brazilian Books using a Text-To-Image Diffusion Model
Felipe Mahlow, André Felipe Zanella, William Alberto Cruz Castañeda +1
In recent years, Generative Artificial Intelligence (GenAI) has undergone a profound transformation in addressing intricate tasks involving diverse modalities such as textual, audi…
Health-promoting Potential of Parks in 35 Cities Worldwide
Linus W. Dietz, Sanja Šćepanović, Ke Zhou +2
Urban parks are important for public health, but the role of specific spaces, such as playgrounds or lakes, and elements, such as benches or sports equipment, in supporting well-be…
An Inpainting-Infused Pipeline for Attire and Background Replacement
Felipe Rodrigues Perche-Mahlow, André Felipe-Zanella, William Alberto Cruz-Castañeda +1
In recent years, groundbreaking advancements in Generative Artificial Intelligence (GenAI) have triggered a transformative paradigm shift, significantly influencing various domains…
From Pampas to Pixels: Fine-Tuning Diffusion Models for Gaúcho Heritage
Marcellus Amadeus, William Alberto Cruz Castañeda, André Felipe Zanella +1
Generative AI has become pervasive in society, witnessing significant advancements in various domains. Particularly in the realm of Text-to-Image (TTI) models, Latent Diffusion Mod…