Natalie and Benjamin attended the CAA (Creative Artist Agency) Pre-Oscar Party at San Vicente Bungalows in West Hollywood on Friday. Tom Cruise, Sofia Boutella, Jennifer Lopez and her fiancé, Alex Rodriguez,…