StippleDiffusion: Capacity-Constrained Stippling using Controlled Diffusion

ArXi:2605.15816v1 Announce Type: cross Stipple patterns, point sets whose local density tracks a target image, are traditionally produced by per-density iterative optimizers, which are slow, non-differentiable, and must be re-run from scratch for each new target. Learned alternatives have so far addressed only unconditional point generation; capacity-constrained, image-conditioned stippling has remained out of reach.