ControlGUI: Guiding Generative GUI Exploration through Perceptual Visual Flow

ArXi:2502.03330v3 Announce Type: replace-cross During the early stages of interface design, designers need to produce multiple sketches to explore a design space. Design tools often fail to this critical stage, because they insist on specifying details than necessary. Although recent advances in generative AI have raised hopes of solving this issue, in practice they fail because expressing loose ideas in a prompt is impractical. In this paper, we propose a diffusion-based approach to the low-effort generation of interface sketches.