Concept Steerers: Leveraging K-Sparse Autoencoders for Test-Time Controllable Generations

Dahye Kim, Deepti Ghadiyaram

Despite the remarkable progress in text-to-image generative models, they are prone to adversarial attacks and inadvertently generate unsafe, unethical content. Existing approaches…