Zobrazeno 1 - 10
of 416
pro vyhledávání: '"Maiorca P"'
Nowadays, many tools are used to facilitate forensic tasks about data extraction and data analysis. In particular, some tools leverage Artificial Intelligence (AI) to automatically label examined data into specific categories (\ie, drugs, weapons, nu
Externí odkaz:
http://arxiv.org/abs/2412.01363
Autor:
Basile, Lorenzo, Maiorca, Valentino, Bortolussi, Luca, Rodolà, Emanuele, Locatello, Francesco
When examined through the lens of their residual streams, a puzzling property emerges in transformer networks: residual contributions (e.g., attention heads) sometimes specialize in specific tasks or input attributes. In this paper, we analyze this p
Externí odkaz:
http://arxiv.org/abs/2411.00246
The emergence of similar representations between independently trained neural models has sparked significant interest in the representation learning community, leading to the development of various methods to obtain communication between latent space
Externí odkaz:
http://arxiv.org/abs/2406.15057
Neural models learn data representations that lie on low-dimensional manifolds, yet modeling the relation between these representational spaces is an ongoing challenge. By integrating spectral geometry principles into neural modeling, we show that th
Externí odkaz:
http://arxiv.org/abs/2406.14183
Aligning data from different domains is a fundamental problem in machine learning with broad applications across very different areas, most notably aligning experimental readouts in single-cell multiomics. Mathematically, this problem can be formulat
Externí odkaz:
http://arxiv.org/abs/2406.13507
Android is the most used Operating System worldwide for mobile devices, with hundreds of thousands of apps downloaded daily. Although these apps are primarily written in Java and Kotlin, advanced functionalities such as graphics or cryptography are p
Externí odkaz:
http://arxiv.org/abs/2406.02011
Template engines play a pivotal role in modern web application development, facilitating the dynamic rendering of content, products, and user interfaces. Nowadays, template engines are essential in any website that deals with dynamic data, from e-com
Externí odkaz:
http://arxiv.org/abs/2405.01118
Autor:
Maiorca, Antoine, Ghasemzadeh, Seyed Abolfazl, Ravet, Thierry, Cresson, François, Dutoit, Thierry, De Vleeschouwer, Christophe
Virtual Reality (VR) applications have revolutionized user experiences by immersing individuals in interactive 3D environments. These environments find applications in numerous fields, including healthcare, education, or architecture. A significant a
Externí odkaz:
http://arxiv.org/abs/2404.18628
Autor:
Ricciardi, Antonio Pio, Maiorca, Valentino, Moschella, Luca, Marin, Riccardo, Rodolà, Emanuele
Visual Reinforcement Learning is a popular and powerful framework that takes full advantage of the Deep Learning breakthrough. However, it is also known that variations in the input (e.g., different colors of the panorama due to the season of the yea
Externí odkaz:
http://arxiv.org/abs/2404.12917
Android malware still represents the most significant threat to mobile systems. While Machine Learning systems are increasingly used to identify these threats, past studies have revealed that attackers can bypass these detection mechanisms by making
Externí odkaz:
http://arxiv.org/abs/2312.17356