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Books and Theses
- 2022
[b1]Simone Rossi:
Improving Scalability and Inference in Probabilistic Deep Models. (Avancements dans la scalabilité et l'inférence des modèles profonds probabilistes). Sorbonne University, Paris, France, 2022
Journal Articles
- 2024
- [j15]Michele Pompilio, Nicole D'Aurizio, Tommaso Lisini Baldi, Gionata Salvietti, Simone Rossi, Domenico Prattichizzo:
Can Stochastic Resonance Improve Sensorimotor Performance in Hand Motor Control? IEEE Access 12: 148525-148537 (2024) - [j14]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): 60-66 (2024) - 2023
- [j13]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): 633 (2023) - [j12]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: 112174 (2023) - 2022
- [j11]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: 74:1-74:56 (2022) - 2021
- [j10]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: 661354 (2021) - [j9]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): 850-860 (2021) - 2018
- [j8]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: 111-134 (2018) - 2017
- [j7]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: 24 (2017) - [j6]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: 1-12 (2017) - 2013
- [j5]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): 109-116 (2013) - 2012
- [j4]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): 105-116 (2012) - 2010
- [j3]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): 325-330 (2010) - 2008
- [j2]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): 1360-1366 (2008) - 2004
- [j1]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): 1576-1584 (2004)
Conference and Workshop Papers
- 2023
- [c14]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: 757-762 - [c13]Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi:
Continuous-Time Functional Diffusion Processes. NeurIPS 2023 - [c12]Simone Rossi, Ankit Singh, Thomas Hannagan:
On permutation symmetries in Bayesian neural network posteriors: a variational perspective. NeurIPS 2023 - 2022
- [c11]Leonardo Franco, Gionata Salvietti, Michele Pompilio, Simone Rossi, Domenico Prattichizzo:
On the Somatotopic Mapping of Haptic Feedback from Robotic Supernumerary Limbs. RO-MAN 2022: 192-197 - 2021
- [c10]Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone:
Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations. AISTATS 2021: 1837-1845 - [c9]Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone:
Model Selection for Bayesian Autoencoders. NeurIPS 2021: 19730-19742 - 2020
- [c8]Simone Rossi, Sébastien Marmin, Maurizio Filippone:
Walsh-Hadamard Variational Inference for Bayesian Deep Learning. NeurIPS 2020 - 2019
- [c7]Simone Rossi, Pietro Michiardi, Maurizio Filippone:
Good Initializations of Variational Bayes for Deep Models. ICML 2019: 5487-5497 - 2018
- [c6]Alberto Greco, Danilo Spada, Simone Rossi, Daniela Perani, Gaetano Valenza, Enzo Pasquale Scilingo:
EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble. EMBC 2018: 1015-1018 - [c5]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: 262-271 - 2017
- [c4]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: 1177-1182 - 2015
- [c3]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: 4733-4736 - 2007
- [c2]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: 528-533 - 2005
- [c1]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: 120-125
Informal and Other Publications
- 2024
- [i14]Yixiao Wang, Chen Tang, Lingfeng Sun, Simone Rossi, Yichen Xie, Chensheng Peng, Thomas Hannagan, Stefano Sabatini, Nicola Poerio, Masayoshi Tomizuka, Wei Zhan:
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation. CoRR abs/2408.00766 (2024) - 2023
- [i13]Giulio Franzese, Simone Rossi, Dario Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi:
Continuous-Time Functional Diffusion Processes. CoRR abs/2303.00800 (2023) - [i12]Marshall Davey, Charles Puelz, Simone Rossi, Margaret Anne Smith, David R. Wells, Greg Sturgeon, William Paul Segars, John P. Vavalle, Charles S. Peskin, Boyce E. Griffith:
Simulating Cardiac Fluid Dynamics in the Human Heart. CoRR abs/2307.02680 (2023) - [i11]Simone Rossi, Ankit Singh, Thomas Hannagan:
On permutation symmetries in Bayesian neural network posteriors: a variational perspective. CoRR abs/2310.10171 (2023) - [i10]Marc Schachtsiek, Simone Rossi, Thomas Hannagan:
Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning. CoRR abs/2311.14146 (2023) - 2022
- [i9]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 abs/2204.12907 (2022) - [i8]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 abs/2206.05173 (2022) - 2021
- [i7]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 abs/2103.17252 (2021) - [i6]Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone:
Model Selection for Bayesian Autoencoders. CoRR abs/2106.06245 (2021) - 2020
- [i5]Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone:
Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations. CoRR abs/2003.03080 (2020) - [i4]Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Maurizio Filippone:
All You Need is a Good Functional Prior for Bayesian Deep Learning. CoRR abs/2011.12829 (2020) - 2019
- [i3]Simone Rossi, Sébastien Marmin, Maurizio Filippone:
Walsh-Hadamard Variational Inference for Bayesian Deep Learning. CoRR abs/1905.11248 (2019) - [i2]Simone Rossi, Sébastien Marmin, Maurizio Filippone:
Efficient Approximate Inference with Walsh-Hadamard Variational Inference. CoRR abs/1912.00015 (2019) - 2018
- [i1]Simone Rossi, Pietro Michiardi, Maurizio Filippone:
Good Initializations of Variational Bayes for Deep Models. CoRR abs/1810.08083 (2018)
Coauthor Index
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