Shu Takahashi

Do Entropic Measurements of the Diversity of AI-generated Images Match Human Judgement?

This paper proposes that the ability to generate diverse outputs in response to a single prompt is necessary for text-to-image models to become more effective creativity support tools. It formalises the problem of measuring the diversity of generated text and images, with an emphasis on interactive, exploratory use in…