2 papers
cs.GR2018
An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon Drawing
K. G. Greene
In this paper, we explore creative image generation constrained by small data. To partially automate the creation of cartoon sketches consistent with a specific designer's style, w…
cs.LG2018
DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring
K. Gretchen Greene
In this paper, we confront the problem of deep learning's big labeled data requirements, offer a rule based strategy for extreme augmentation of small data sets and apply that stra…