Zobrazeno 1 - 10
of 39 871
pro vyhledávání: '"Spagnolo, A"'
Autor:
Spagnolo, Federico, Molchanova, Nataliia, Pineda, Mario Ocampo, Melie-Garcia, Lester, Cuadra, Meritxell Bach, Granziera, Cristina, Andrearczyk, Vincent, Depeursinge, Adrien
To date, several methods have been developed to explain deep learning algorithms for classification tasks. Recently, an adaptation of two of such methods has been proposed to generate instance-level explainable maps in a semantic segmentation scenari
Externí odkaz:
http://arxiv.org/abs/2409.03772
Autor:
Paviglianiti, Alessio, Di Fresco, Giovanni, Silva, Alessandro, Spagnolo, Bernardo, Valenti, Davide, Carollo, Angelo
The dynamics of a quantum-many body system subject to measurements is naturally described by an ensemble of quantum trajectories, which can feature measurement-induced phase transitions (MIPTs). This phenomenon cannot be revealed through ensemble-ave
Externí odkaz:
http://arxiv.org/abs/2407.13837
Autor:
Polacchi, Beatrice, Leichtle, Dominik, Carvacho, Gonzalo, Milani, Giorgio, Spagnolo, Nicolò, Kaplan, Marc, Kashefi, Elham, Sciarrino, Fabio
The exploitation of certification tools by end users represents a fundamental aspect of the development of quantum technologies as the hardware scales up beyond the regime of classical simulatability. Certifying quantum networks becomes even more cru
Externí odkaz:
http://arxiv.org/abs/2407.09310
Autor:
Porto, María Bugallo, González, Domingo Morales, Salvati, Nicola, Francesco, Schirripa Spagnolo
In small area estimation, it is a smart strategy to rely on data measured over time. However, linear mixed models struggle to properly capture time dependencies when the number of lags is large. Given the lack of published studies addressing robust p
Externí odkaz:
http://arxiv.org/abs/2407.09062
Autor:
Hoch, Francesco, Rodari, Giovanni, Caruccio, Eugenio, Polacchi, Beatrice, Carvacho, Gonzalo, Giordani, Taira, Doosti, Mina, Nicolau, Sebastià, Pentangelo, Ciro, Piacentini, Simone, Crespi, Andrea, Ceccarelli, Francesco, Osellame, Roberto, Galvão, Ernesto F., Spagnolo, Nicolò, Sciarrino, Fabio
A seminal task in quantum information theory is to realize a device able to produce copies of a generic input state with the highest possible output fidelity, thus realizing an \textit{optimal} quantum cloning machine. Recently, the concept of variat
Externí odkaz:
http://arxiv.org/abs/2407.06026
Autor:
Guerri, Mohamed Fadhlallah, Distante, Cosimo, Spagnolo, Paolo, Bougourzi, Fares, Taleb-Ahmed, Abdelmalik
During the process of classifying Hyperspectral Image (HSI), every pixel sample is categorized under a land-cover type. CNN-based techniques for HSI classification have notably advanced the field by their adept feature representation capabilities. Ho
Externí odkaz:
http://arxiv.org/abs/2406.14120
Autor:
Spagnolo, Federico, Molchanova, Nataliia, Schaer, Roger, Cuadra, Meritxell Bach, Pineda, Mario Ocampo, Melie-Garcia, Lester, Granziera, Cristina, Andrearczyk, Vincent, Depeursinge, Adrien
In recent years, explainable methods for artificial intelligence (XAI) have tried to reveal and describe models' decision mechanisms in the case of classification tasks. However, XAI for semantic segmentation and in particular for single instances ha
Externí odkaz:
http://arxiv.org/abs/2406.09335
Autor:
Kun, Daniel, Strömberg, Teodor, Spagnolo, Michele, Dakić, Borivoje, Rozema, Lee A., Walther, Philip
One of the most striking quantum phenomena is superposition, where one particle simultaneously inhabits different states. Most methods to verify coherent superposition are indirect, in that they require the distinct states to be recombined. Here, we
Externí odkaz:
http://arxiv.org/abs/2405.08065
Autor:
Rodari, Giovanni, Novo, Leonardo, Albiero, Riccardo, Suprano, Alessia, Tavares, Carlos T., Caruccio, Eugenio, Hoch, Francesco, Giordani, Taira, Carvacho, Gonzalo, Gardina, Marco, Di Giano, Niki, Di Giorgio, Serena, Corrielli, Giacomo, Ceccarelli, Francesco, Osellame, Roberto, Spagnolo, Nicolò, Galvão, Ernesto F., Sciarrino, Fabio
Multiphoton indistinguishability is a central resource for quantum enhancement in sensing and computation. Developing and certifying large scale photonic devices requires reliable and accurate characterization of this resource, preferably using metho
Externí odkaz:
http://arxiv.org/abs/2404.18636
In the recent work "Non-reciprocal topological solitons in active metamaterials" (see arXiv:2312.03544v1), for an analytical understanding of the system under consideration, the authors derive an ordinary differential equation for the sine-Gordon (an
Externí odkaz:
http://arxiv.org/abs/2404.04275