Jia-Shu Pan

VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model

Inspired by human SYSTEM 2 thinking, LLMs excel at complex reasoning tasks via extended Chain-of-Thought. However, similar test-time scaling for diffusion models to tackle complex reasoning remains largely unexplored. From existing work, two primary challenges emerge in this setting: (i) the depende…