1 code implementation • 7 Feb 2023 • Tomoya Matsumoto, Takayuki Miura, Naoto Yanai
We primarily discuss the diffusion model from the standpoints of comparison with a generative adversarial network (GAN) as conventional models and hyperparameters unique to the diffusion model, i. e., time steps, sampling steps, and sampling variances.
no code implementations • 19 Jul 2021 • Takayuki Miura, Satoshi Hasegawa, Toshiki Shibahara
In this method, an adversary uses the explanations to train the generative model and reduces the number of queries to steal the model.