The Academy Awards confirmed Friday that Bradley Cooper and Lady Gaga will perform their A Star Is Born hit “Shallow” at the February 24th ceremony. The duet is nominated in the Best Original Song category.

The Oscars’ announcement comes less than a week after Gaga and Cooper performed the song together – as themselves and not their Star Is Born characters Ally and Jackson Maine –  for the first time with a surprise rendition at Gaga’s Enigma show in Las Vegas.