Exemplar Based Experience Transfer

Explore an innovative approach to banner design in this 22-minute conference talk from the 24th International Conference on Intelligent User Interfaces. Discover how exemplar-based experience transfer can assist novice designers in creating professional-looking banners. Learn about the semantic segmentation technique used to extract templates from example banners and the energy-based optimization framework employed to combine design elements for optimal layouts. Gain insights into the crowd-sourced experiment conducted to validate the effectiveness of this automatic approach compared to banners designed by creative professionals. Delve into the presentation's structure, covering the introduction, core idea, content, larger objectives, proposed solution, sample banner creation, template extraction process, and post-processing techniques.