Eric Vanden-Eijnden*

SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers

"We present Scalable Interpolant Transformers (SiT), a family of generative models built on the backbone of Diffusion Transformers (DiT). The interpolant framework, which allows for connecting two distributions in a more flexible way than standard diffusion models, makes possible a modular study of…