Data Cartography for Detecting Memorization Hotspots and Guiding Data Interventions in Generative Models

Laksh Patel, Neel Shanbhag

Modern generative models risk overfitting and unintentionally memorizing rare training examples, which can be extracted by adversaries or inflate benchmark performance. We propose…