Zobrazeno 1 - 10
of 1 107
pro vyhledávání: '"BRAMBILLA, Marco"'
Convolutional Neural Networks (CNNs) have seen significant performance improvements in recent years. However, due to their size and complexity, they function as black-boxes, leading to transparency concerns. State-of-the-art saliency methods generate
Externí odkaz:
http://arxiv.org/abs/2411.05698
Autor:
De Santis, Antonio, Balduini, Marco, De Santis, Federico, Proia, Andrea, Leo, Arsenio, Brambilla, Marco, Della Valle, Emanuele
Aerospace manufacturing companies, such as Thales Alenia Space, design, develop, integrate, verify, and validate products characterized by high complexity and low volume. They carefully document all phases for each product but analyses across product
Externí odkaz:
http://arxiv.org/abs/2408.01700
Publikováno v:
IJCAI 2024
Transparency and explainability in image classification are essential for establishing trust in machine learning models and detecting biases and errors. State-of-the-art explainability methods generate saliency maps to show where a specific class is
Externí odkaz:
http://arxiv.org/abs/2405.03301
During the Covid-19 pandemic, research communities focused on collecting and understanding people's behaviours and feelings to study and tackle the pandemic indirect effects. Despite its consequences are slowly starting to fade away, such an interest
Externí odkaz:
http://arxiv.org/abs/2310.14984
Autor:
Tocchetti, Andrea, Corti, Lorenzo, Balayn, Agathe, Yurrita, Mireia, Lippmann, Philip, Brambilla, Marco, Yang, Jie
Despite the impressive performance of Artificial Intelligence (AI) systems, their robustness remains elusive and constitutes a key issue that impedes large-scale adoption. Robustness has been studied in many domains of AI, yet with different interpre
Externí odkaz:
http://arxiv.org/abs/2210.08906
Autor:
Mauri, Andrea, Hsu, Yen-Chia, Brambilla, Marco, O'Kane, Aisling Ann, Huang, Ting-Hao 'Kenneth', Verma, Himanshu
EmpathiCH aims at bringing together and blend different expertise to develop new research agenda in the context of "Empathy-Centric Design at Scale". The main research question is to investigate how new technologies can contribute to the elicitation
Externí odkaz:
http://arxiv.org/abs/2204.06382