“MURAKAIMI” is a generative series that explores the style of one of the most prominent pop artists in the world, Takashi Murakami. This series is generated using diffusion models that can achieve image sample quality superior to the current state-of-the-art GAN models. Diffusion modeling can make better image synthesis by finding a better architecture through a series of ablations and noise control. The method is combined with a very slight influence of Beeple’s compositional base, to create variety and more interesting structure. 30% of revenue will go towards the BEEBLE WORLD collection BEEBLE WORLD: https://opensea.io/collection/beeble-world