no code implementations • 12 Mar 2024 • Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
This article summarizes principles and ideas from the emerging area of applying \textit{conditional computation} methods to the design of neural networks.
no code implementations • 16 Apr 2023 • Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
This approach is the first to use geographical metadata for UDA in semantic segmentation.
no code implementations • 31 May 2022 • Valerio Marsocci, Virginia Coletta, Roberta Ravanelli, Simone Scardapane, Mattia Crespi
Our work goes one step further, proposing two novel networks, able to solve simultaneously the 2D and 3D CD tasks, and the 3DCD dataset, a novel and freely available dataset precisely designed for this multitask.
no code implementations • 23 May 2022 • Valerio Marsocci, Simone Scardapane
In the field of Earth Observation (EO), Continual Learning (CL) algorithms have been proposed to deal with large datasets by decomposing them into several subsets and processing them incrementally.
2 code implementations • 11 Apr 2021 • Valerio Marsocci, Lorenzo Lastilla
In this work, we focus our attention on the similarity among works of art based on human poses and the actions they represent, moving from the concept of Pathosformel in Aby Warburg.