Lady Gaga and Bradley Cooper took the stage to perform 'Shallow,' the chart-topper song from the multi-awarded and acclaimed film 'A Star Is Born' at the 91st Academy Awards on Sunday night. This was Gaga and Cooper's first televised performance on television since Gaga's Enigma show in Las Vegas, where they sang in front of a sold-out show.