Image Generation Diversity Issues and How to Tame Them

Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka +2

Generative methods now produce outputs nearly indistinguishable from real data but often fail to fully capture the data distribution. Unlike quality issues, diversity limitations i…