Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks

Luwei Sun, Dongrui Shen, Jianfe Li +3

Motivated by challenges in conditional generative modeling, where the target conditional density takes the form of a ratio f1 over f2, this paper develops a theoretical framework f…