Your Diffusion Model is Secretly a Certifiably Robust Classifier

Huanran Chen, Yinpeng Dong, Shitong Shao +4

Generative learning, recognized for its effective modeling of data distributions, offers inherent advantages in handling out-of-distribution instances, especially for enhancing rob…