To the 2004 Vanity Fair Oscar party in February, Bullock chose this fluffy white gown with an accent bow. While the figure-hugging cut shows off her shape to perfection, the extra fur around the skirt looks more costume-y than Oscar-worthy. Still, her loose, caramel waves and dramatic earrings are lovely.