SpaceSheets: Interactive Latent Space Exploration through a Spreadsheet Interface
journal contributionposted on 29.06.2020 by Bryan Loh, Tom White
Any type of content formally published in an academic journal, usually following a peer-review process.
Generative models capture properties and relationships of images in a generic vector space representation called a latent space. Latent spaces can be sampled to create novel images and perform semantic operations consistent with the principles inferred from the training set. Designers can use representations learned by generative models to express design intent enabling more effective design experimentation. We present the SpaceSheet, a general-purpose spreadsheet interface designed to support the experimentation and exploration of latent spaces.