10.26686/wgtn.12585305.v1
Bryan Loh
Bryan
Loh
Tom White
Tom
White
SpaceSheets: Interactive Latent Space Exploration through a Spreadsheet Interface
Open Access Te Herenga Waka-Victoria University of Wellington
2020
Uncategorised value
Artificial Intelligence and Image Processing not elsewhere classified
Computer-Human Interaction
2020-06-29 23:52:27
Journal contribution
https://openaccess.wgtn.ac.nz/articles/journal_contribution/SpaceSheets_Interactive_Latent_Space_Exploration_through_a_Spreadsheet_Interface/12585305
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.