Hugo Scurto

schoolEnsADbar_chart#9662 Global Rank

Total Papers

HCI Rank

#9662

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Years Active

Recent Publications

Probing Respiratory Care With Generative Deep Learning

This paper combines design, machine learning and social computing to explore generative deep learning as both tool and probe for respiratory care. We first present GANspire, a deep learning tool that generates fine-grained breathing waveforms, which we crafted in collaboration with one respiratory physician, attending…

DIS '211st AuthorGenerative AI (Text, Image, Music, Video) +1

Prototyping Machine Learning Through Diffractive Art Practice

In this paper, we outline a diffractive practice of machine learning (ML) in the frame of material-centered interaction design. To this aim, we review related work in ML, HCI, design, new interfaces for musical expression, and computational art, and introduce two practice-based studies of music performance and robotic…

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