Those sworn in were Justice Rajiv Narain Raina, Justice Tejinder Singh Dhindsa and Justice Gurmeet Singh Sandhawalia.
They were administered the oath of office by the Chief Justice of the High Court Justice Sanjay Kishan Kaul.
The High Court has a sanctioned strength of 68 judges.