4 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
A Theory of Speciation in Generative Diffusion Models on Compact Riemannian Manifolds
Alessio Marta, Paola Causin
Speciation in generative diffusion models denotes the emergence of distinct stable branches during denoising, through which initially undifferentiated trajectories progressively co…
math.NA2024★ 2 cited
A Modular Deep Learning-based Approach for Diffuse Optical Tomography Reconstruction
Alessandro Benfenati, Paola Causin, Martina Quinteri
Medical imaging is nowadays a pillar in diagnostics and therapeutic follow-up. Current research tries to integrate established - but ionizing - tomographic techniques with technolo…
cs.CV2021★ 4 cited
Unsupervised deep learning techniques for powdery mildew recognition based on multispectral imaging
Alessandro Benfenati, Paola Causin, Roberto Oberti +1
Objectives. Sustainable management of plant diseases is an open challenge which has relevant economic and environmental impact. Optimal strategies rely on human expertise for field…