I-CARE: Analysis of interference-related phenomena in a controllable, diverse and representative unlearning setting for text-to-image models

Leonardo Santiago Benitez Pereira, Marcos Escudero Viñolo, Luis Herranz Arribas

Machine unlearning studies the removal of knowledge from an AI model, making the system forget a concept it previously learned. Despite rapid progress in generative machine unlearn…