Announcement_12

We share a series of diffusion distillation works:

• Score identity distillation: Exponentially fast distillation of pretrained diffusion models for one-step generation [ICML 2024] A fundamental distillation technique SiD through Fisher Divergence.
• One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation Coupling with CFG, SiD works well in text-to-image one-step generation.
• Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Introduce the data dependency to eliminate pretraining bias and further boost the performance of SiD.