While those celebrities are incognito, the panel of judges is filled with famous faces. For the last two seasons, comedian Ken Jeong, singer Robin Thicke, singer Nicole Scherzinger, and TV personality Jenny McCarthy judged the competition and they're all set to return for the third season, premiering on February 2.