Search Results for author: Valerio Marsocci

Found 5 papers, 1 papers with code

Conditional computation in neural networks: principles and research trends

no code implementations12 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.

Transfer Learning

Inferring 3D change detection from bitemporal optical images

no code implementations31 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.

Change Detection

Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation

no code implementations23 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.

Continual Learning Earth Observation +2

POSE-ID-on—A Novel Framework for Artwork Pose Clustering

2 code implementations11 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.

Clustering Pose Tracking

Cannot find the paper you are looking for? You can Submit a new open access paper.