Preprint Open access
From Static to Dynamic: On-Policy Distillation from Image to Video Diffusion Models
On-policy distillation (OPD) specializes pretrained video diffusion models through teacher supervision along the student's own generation trajectory. Although large video models are natural teachers, developing specialized video experts can require costly video data and training, while querying them incurs substantiall …