Why do you think he is deaf and blind? How old is he?
Don't stress out! The first few days/weeks, a new bunny will be scared of anything and just want to hide. He's in a big new world and doesn't know who he can trust. Just spend as much time as you can being a passive, non-threatening presence. Sit by his cage, talk to him, read to him, get him used to you and your voice. When you go to bring him food, sit back and talk to him while he eats. And when you let him out to run around the room for exercise, sit on the floor with him and let him work up the courage to come up to you. Don't chase or rush him - just let him know that you're there, you bring him food, and you are NOT going to hurt him.