Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations Michael Poli Stanford University DiffeqML Winnie Xu University of Toronto Stefano Massaroli

Many patterns in nature exhibit self-similarity: they can be compactly described via self-referential transformations. Said patterns commonly appear in natural and artificial objects, such as molecules, shorelines, galaxies and even images.