2 papers
cs.AI2026
Breaking Diffusion: Parallel Reasoning with Draft Refinement
Jaesang Yu, Seoyeon Byun, Yun Wang +2
Drafting an answer allows a reasoning model to reconsider each decision in the context of the others. Yet repeated diffusion denoising does not ensure that individually plausible t…
cs.CV2025
CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design
Daeheon Jeong, Seoyeon Byun, Kihoon Son +2
User interface (UI) design is an iterative process in which designers progressively refine their work with design software such as Figma or Sketch. Recent advances in vision langua…