T. M. Nguyen

Open-set Visual Template Discovery in Large-Scale Propaganda Image Collections

Reusable visual templates are common in large image collections, where layouts, color schemes, typography, and design elements are repeatedly adapted while only local content changes. Prior work typically treats template analysis as a closed-set clustering problem in which the number of categories is known and evaluati...