ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling

Generative models have undergone many generations of evolution, from VAEs/GANs to diffusion/flow matching.

Generative models have undergone many generations of evolution, from VAEs/GANs to diffusion/flow matching. Along the way, the underlying techniques have become more complicated and various beliefs about what drives strong empirical performance have taken hold. Due to the success…