SafeFix: Targeted Model Repair via Controlled Image Generation

Ouyang Xu, Baoming Zhang, Ruiyu Mao +1

Deep learning models for visual recognition often exhibit systematic errors due to underrepresented semantic subpopulations. Although existing debugging frameworks can pinpoint the…