From Generation to Discovery: Diffusion Mutation Kernels for Circuit and Physical Design

Dinithi Jayasuriya, Aravind Saravanan, Nilesh Ahuja +2

Generation and discovery are different problems. A generative model trained on valid artifacts reproduces a distribution, whereas discovery must produce artifacts that lie outside…