Spline-FRIDA models diverse human brushstroke trajectories with a variational autoencoder and a differentiable polyline renderer, and human raters preferred its drawings over the Bézier-based FRIDA baseline.
Adversarial Robots as Creative Collaborators
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abstract
This research explores whether the interaction between adversarial robots and creative practitioners can push artists to rethink their initial ideas. It also explores how working with these robots may influence artists' views of machines designed for creative tasks or collaboration. Many existing robots developed for creativity and the arts focus on complementing creative practices, but what if robots challenged ideas instead? To begin investigating this, I designed UnsTable, a robot drawing desk that moves the paper while participants (N=19) draw to interfere with the process. This inquiry invites further research into adversarial robots designed to challenge creative practitioners.
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Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model
Spline-FRIDA models diverse human brushstroke trajectories with a variational autoencoder and a differentiable polyline renderer, and human raters preferred its drawings over the Bézier-based FRIDA baseline.