My horse and I had this same situation and well we JUMPED the fence. It wasn't fun.

When you have a fast horse, circles are your best friend! Do alot of simple gait changes. Walk, Trot, Walk. With only taking a few steps. Walk, Trot, Canter, Halt. And so on and so on. Alot of flat work helps also.
Good Luck