spacesheets.pdf (5.03 MB)
0/0

SpaceSheets: Interactive Latent Space Exploration through a Spreadsheet Interface

Download (5.03 MB)
journal contribution
posted on 29.06.2020 by Bryan Loh, Tom White
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.

Funding

Overseas Conference Leave: NIPS Creativity Workshop 2018 | Funder: SCIENCE

History

Preferred citation

(2018). SpaceSheets: Interactive Latent Space Exploration through a Spreadsheet Interface. Machine Learning for Creativity and Design NeurIPS 2018 Workshop. https://nips2018creativity.github.io/doc/spacesheets.pdf

Journal title

Machine Learning for Creativity and Design NeurIPS 2018 Workshop

Publication date

08/12/2018

Publication status

Published

Contribution type

Article

Online publication date

08/12/2018

Exports

Logo branding

Exports