Nicolas Cage, Robert De Niro at Pre-Oscars Bash Honoring Martin Scorsese

Y'know it's Oscars weekend when even the likes of Nicolas Cage are out on the scene ... in this case to honor "Killers of the Flower Moon" director Martin Scorsese and the cast of his Best Picture-nominated film. TMZ got video inside the Bev Hills…