Yes, you're most definitely out if someone catches the ball. You can also be out if you're clean bowled, lbw (Leg before wicket), handling the ball or run out.
Discussion
Just lame that I should have stuck with hitting grounders forever. I knew it was risky to go for the big swing, but dribbling grounders got boring