Ziang Gan

Set-Coupled Guidance: Set-Level Coordination in Diffusion-Based Dataset Distillation

Diffusion models serve as generative priors for dataset distillation, yet existing pipelines rely on per-sample update rules that evolve each synthetic image independently, limiting their ability to optimize collective set-level objectives. We propose Set-Coupled Guidance (SCG), a plug-and-play auxi…