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M. Dutoit

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Preprint Aug 2026

Exploring Normativity in Stable Diffusion: Insights for XAI in the Arts

Generative text-to-image (T2I) systems are increasingly adopted in creative practice, yet their normative behaviors remain underexplored from the perspective of creative practitioners. In this workshop paper, we present a within-subject study with 14 creative practitioners using Stable Diffusion to create illustration...

M. Dutoit, Baptiste Caramiaux · 0 citations
#generative ai Book Open access Oct 2026

BranchVis: Interactive Exploration of Generative Image Editing Histories

BranchVis is presented, a prototype that represents prompts and generated images as nodes in a tree-based visualization, enabling direct navigation, unambiguous revisitation, integrated comparison, and management of complex histories.

Rifat Mehreen Amin, Alexander Nuss, M. Dutoit et al. · 0 citations

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