I assume we're talking about road riding here??

If so I would try to do what Knott said. Play with your gearing and get better control in the saddle.

In mountain biking on steep pitches you actually have to drop you chest towards the handle bars in order to keep enough weight on the front wheel. I imagine you could do the same with a road bike but you should still be feathering the handlebars as much as possible.