2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data
AAAI 2024technical
Generative models can serve as surrogates for some real data sources by creating synthetic training datasets, but in doing so they may transfer biases to downstream tasks. We focus on protecting quality and diversity when generating synthetic training datasets. We propose quality-diversity generativ…