11 citations · 12 across the 4 of their papers we have counts for
4 papers
Explainable AI through the Lens of Material Agency: Enabling Musical Interface Design with Neural Audio Models
Shuoyang Jasper Zheng, Anna Xambó Sedó, Nick Bryan-Kinns
Recent work in Human-Computer Interaction (HCI) increasingly treats AI models as design materials that have distinctive computational properties to shape design artifacts. Artists…
Proceedings of The third international workshop on eXplainable AI for the Arts (XAIxArts)
Corey Ford, Elizabeth Wilson, Shuoyang Zheng +9
This third international workshop on explainable AI for the Arts (XAIxArts) brought together a community of researchers in HCI, Interaction Design, AI, explainable AI (XAI), and di…
XAIxArts Manifesto: Explainable AI for the Arts
Nick Bryan-Kinns, Shuoyang Jasper Zheng, Francisco Castro +6
Explainable AI (XAI) is concerned with how to make AI models more understandable to people. To date these explanations have predominantly been technocentric - mechanistic or produc…
A Mapping Strategy for Interacting with Latent Audio Synthesis Using Artistic Materials
Shuoyang Zheng, Anna Xambó Sedó, Nick Bryan-Kinns
This paper presents a mapping strategy for interacting with the latent spaces of generative AI models. Our approach involves using unsupervised feature learning to encode a human c…