One thing that sets "seasoned" paddlers apart from first/last timers is when we crash and burn WE get back up.

I learned to "turtle" with a pack in my backpacking days. I've learned to dump that canoe quickly as well.

A sharp upward punch with the arm opposite the way you want the canoe to go and then protect your body the best way you can.