Simone Rossi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 32

Top Topics

Gaussian Process

Diffusion Process

Bayesian Approaches

Top Venues

J. Comput. Phys.

Publications

Gaetano Valenza, Mariano Alcañiz, Vladimir Carli, Gabriela Dudnik, Claudio Gentili, Jaime Guixeres Provinciale, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]. IEEE Signal Process. Mag. 41 (1) (2024)
Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
Continuous-Time Functional Diffusion Processes. NeurIPS (2023)
Marc Schachtsiek, Simone Rossi, Thomas Hannagan
Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning. CoRR (2023)
Simone Rossi, Ankit Singh, Thomas Hannagan
On permutation symmetries in Bayesian neural network posteriors: a variational perspective. CoRR (2023)
Gaetano Valenza, Mariano Alcañiz, Antonio Luca Alfeo, Matteo Bianchi, Vladimir Carli, Vincenzo Catrambone, Mario G. C. A. Cimino, Gabriela Dudnik, Andrea Duggento, Matteo Ferrante, Claudio Gentili, Jaime Guixeres, Simone Rossi, Nicola Toschi, Virginie van Wassenhove
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence. MetroXRAINE (2023)
Simone Rossi, Ankit Singh, Thomas Hannagan
On permutation symmetries in Bayesian neural network posteriors: a variational perspective. NeurIPS (2023)
Marshall Davey, Charles Puelz, Simone Rossi, Margaret Anne Smith, David R. Wells, Greg Sturgeon, W. Paul Segars, John P. Vavalle, Charles S. Peskin, Boyce E. Griffith
Simulating Cardiac Fluid Dynamics in the Human Heart. CoRR (2023)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy 25 (4) (2023)
Ebrahim M. Kolahdouz, David R. Wells, Simone Rossi, Kenneth I. Aycock, Brent A. Craven, Boyce E. Griffith
A sharp interface Lagrangian-Eulerian method for flexible-body fluid-structure interaction. J. Comput. Phys. 488 (2023)
Ebrahim M. Kolahdouz, David R. Wells, Simone Rossi, Kenneth I. Aycock, Brent A. Craven, Boyce E. Griffith
A sharp interface Lagrangian-Eulerian method for flexible-body fluid-structure interaction. CoRR (2022)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR (2022)
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Maurizio Filippone
All You Need is a Good Functional Prior for Bayesian Deep Learning. J. Mach. Learn. Res. 23 (2022)
Leonardo Franco, Gionata Salvietti, Michele Pompilio, Simone Rossi, Domenico Prattichizzo
On the Somatotopic Mapping of Haptic Feedback from Robotic Supernumerary Limbs. RO-MAN (2022)
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone
Model Selection for Bayesian Autoencoders. CoRR (2021)
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone
Model Selection for Bayesian Autoencoders. NeurIPS (2021)
Gionata Salvietti, Leonardo Franco, Martin Tschiersky, Gerjan Wolterink, Matteo Bianchi, Antonio Bicchi, Federica Barontini, Manuel G. Catalano, Giorgio Grioli, Mattia Poggiani, Simone Rossi, Domenico Prattichizzo
Integration of a Passive Exoskeleton and a Robotic Supernumerary Finger for Grasping Compensation in Chronic Stroke Patients: The SoftPro Wearable System. Frontiers Robotics AI 8 (2021)
Giulia Dominijanni, Solaiman Shokur, Gionata Salvietti, Sarah Buehler, Erica Palmerini, Simone Rossi, Frédérique de Vignemont, Andrea d'Avella, Tamar R. Makin, Domenico Prattichizzo, Silvestro Micera
Enhancing human bodies with extra robotic arms and fingers: The Neural Resource Allocation Problem. CoRR (2021)
Giulia Dominijanni, Solaiman Shokur, Gionata Salvietti, Sarah Buehler, Erica Palmerini, Simone Rossi, Frédérique de Vignemont, Andrea d'Avella, Tamar R. Makin, Domenico Prattichizzo, Silvestro Micera
The neural resource allocation problem when enhancing human bodies with extra robotic limbs. Nat. Mach. Intell. 3 (10) (2021)
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations. AISTATS (2021)
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Maurizio Filippone
All You Need is a Good Functional Prior for Bayesian Deep Learning. CoRR (2020)
Simone Rossi, Sébastien Marmin, Maurizio Filippone
Walsh-Hadamard Variational Inference for Bayesian Deep Learning. NeurIPS (2020)
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations. CoRR (2020)
Simone Rossi, Pietro Michiardi, Maurizio Filippone
Good Initializations of Variational Bayes for Deep Models. ICML (2019)
Simone Rossi, Sébastien Marmin, Maurizio Filippone
Walsh-Hadamard Variational Inference for Bayesian Deep Learning. CoRR (2019)
Simone Rossi, Sébastien Marmin, Maurizio Filippone
Efficient Approximate Inference with Walsh-Hadamard Variational Inference. CoRR (2019)
Guoyin Wang, Guglielmo Scovazzi, Léo Nouveau, Christopher E. Kees, Simone Rossi, Oriol Colomés, Alex Main
Dual-scale Galerkin methods for Darcy flow. J. Comput. Phys. 354 (2018)
Alberto Greco, Danilo Spada, Simone Rossi, Daniela Perani, Gaetano Valenza, Enzo Pasquale Scilingo
EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble. EMBC (2018)
Giulio Michetti, Arianna Toniolo, Simone Rossi, Alessandro Pirani
A Model of Justice as a Platform: A Case Study of Open Data Disclosure. Law via the Internet (2018)
Simone Rossi, Pietro Michiardi, Maurizio Filippone
Good Initializations of Variational Bayes for Deep Models. CoRR (2018)
Philipp Beckerle, Gionata Salvietti, Ramazan Unal, Domenico Prattichizzo, Simone Rossi, Claudio Castellini, Sandra Hirche, Satoshi Endo, Heni Ben Amor, Matei T. Ciocarlie, Fulvio Mastrogiovanni, Brenna D. Argall, Matteo Bianchi
A Human-Robot Interaction Perspective on Assistive and Rehabilitation Robotics. Frontiers Neurorobotics 11 (2017)
Irfan Hussain, Gionata Salvietti, Giovanni Spagnoletti, Monica Malvezzi, David Cioncoloni, Simone Rossi, Domenico Prattichizzo
A soft supernumerary robotic finger and mobile arm support for grasping compensation and hemiparetic upper limb rehabilitation. Robotics Auton. Syst. 93 (2017)
Irfan Hussain, Emiliano Santarnecchi, Andrea Leo, Emiliano Ricciardi, Simone Rossi, Domenico Prattichizzo
A magnetic compatible supernumerary robotic finger for functional magnetic resonance imaging (fMRI) acquisitions: Device description and preliminary results. ICORR (2017)
Gaetano Valenza, Alberto Greco, Mimma Nardelli, Matteo Bianchi, Antonio Lanatà, Simone Rossi, Enzo Pasquale Scilingo
Electroencephalographic spectral correlates of caress-like affective haptic stimuli. EMBC (2015)
Iglis Innocenti, Stefano F. Cappa, Matteo Feurra, Fabio Giovannelli, Emiliano Santarnecchi, Giovanni Bianco, Massimo Cincotta, Simone Rossi
TMS Interference with Primacy and Recency Mechanisms Reveals Bimodal Episodic Encoding in the Human Brain. J. Cogn. Neurosci. 25 (1) (2013)
Claudio Babiloni, Paola Buffo, Fabrizio Vecchio, Nicola Marzano, Claudio Del Percio, Danilo Spada, Simone Rossi, Ivo Bruni, Paolo Maria Rossini, Daniela Perani
Brains "in concert": Frontal oscillatory alpha rhythms and empathy in professional musicians. NeuroImage 60 (1) (2012)
Iglis Innocenti, Fabio Giovannelli, Massimo Cincotta, Matteo Feurra, Nicola R. Polizzotto, Giovanni Bianco, Stefano F. Cappa, Simone Rossi
Event-related rTMS at encoding affects differently deep and shallow memory traces. NeuroImage 53 (1) (2010)
Fabio Morbidi, Andrea Garulli, Domenico Prattichizzo, Cristiano Rizzo, Simone Rossi
Application of Kalman Filter to Remove TMS-Induced Artifacts from EEG Recordings. IEEE Trans. Control. Syst. Technol. 16 (6) (2008)
Gian Luca Mariottini, Domenico Prattichizzo, Mauro De Biasi, Carlo Snickars, Alessandra Rufa, Alberto De Capua, Simone Rossi
Human-robotics interface for the interaction with cognitive and emotional human domains. IROS (2007)
Gabriel Baud-Bovy, Simone Rossi, Domenico Prattichizzo
Effects of Transcranial Magnetic Stimulation of the Primary Motor Cortex on the Grip and Net Forces in the Tripod Grasp. WHC (2005)
Claudio Babiloni, Fabio Babiloni, Filippo Carducci, Stefano F. Cappa, Febo Cincotti, Claudio Del Percio, Carlo Miniussi, Davide V. Moretti, Patrizio Pasqualetti, Simone Rossi, Katiuscia Sosta, Paolo Maria Rossini
Human cortical EEG rhythms during long-term episodic memory task. A high-resolution EEG study of the HERA model. NeuroImage 21 (4) (2004)