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.
Empirically studying participatory sense-making in abstract drawing with a co-creative cognitive agent,
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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.