Earlier Research: Efficient Generative Modeling
One-step diffusion generation through score and distribution distillation
My earlier research focused on efficient generative modeling, developing score-based distillation methods for training one-step diffusion generators, including SiD and SiDA.
Publications
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
A one-step adversarial distillation method for diffusion models that improves both sample quality and distillation efficiency.
PaperScore identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
A data-free method that distills the generative capabilities of pretrained diffusion models into a single-step generator.
Paper