Doctors Wrestle With A.I. in Patient Care, Citing Lax Oversight

The use of artificial intelligence (AI) in medicine has both promising potential and cautionary tales. While AI has shown promise in assisting doctors as scribes, providing second opinions, and organizing back-office tasks, there have been instances of false alarms and deepening health disparities. The Food and Drug Administration (FDA) is grappling with how to regulate […]

StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners

Source: Google We investigate the potential of learning visual representations using synthetic images generated by text-to-image models. This is a natural question in the light of the excellent performance of such models in generating high-quality images. We consider specifically the Stable Diffusion, one of the leading open source text-to-image models. We show that (1) when […]

StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners

Source: Google We investigate the potential of learning visual representations using synthetic images generated by text-to-image models. This is a natural question in the light of the excellent performance of such models in generating high-quality images. We consider specifically the Stable Diffusion, one of the leading open source text-to-image models. We show that (1) when […]