Logo Synthesis and Manipulation with Clustered Generative Adverserial Network arXiv:1712.04407 Designing a logo for a new brand is a lengthy and tedious back-and-forth process between a designer and a client. In this paper we explore to what extent machine learning can solve the creative task of the designer. For this, we build a dataset -- LLD -- of 600k+ logos crawled from the world wide web. Tr