Hold the stick all the way to the rear stop, smoothly apply full power. No, I said hold the stick ALL the way back. Hold it there till the nose stops rising. Don't worry about a second rise, or other subtle nuances, just wait till the nose goes no higher.
Now, start pushing the nose over with forward stick. No pumping. All that does is create drag, but it may make you feel more participatory. Push till you feel the fronts of the floats dragging, then back off just a hair.
Once the airplane is cleanly up on the step, push forward gently, to find the front end of the sweet spot. When you get there, you'll feel a slight snubbing tendency as the front of the floats create a bit of drag.
Come just slightly back from there, and the airplane will most likely fly right out of the water, with no rolling, yanking, pulling or sweating.
You can roll up on one float, but in a Cub it really won't get you underway much if any quicker, and if not done right, it creates a LOT of drag. Stick that aileron out there, and you are creating drag, remember.
You can pull on an extra notch of flaps (I use the first notch on a stock cub) if it makes you happy, but that too takes a lot of finesse, and if botched just a tad, it'll lenghten your takeoff run considerably. If you do this technique, remember that you're moving your head as you reach for flap, and it's easy to bobble the attitude, which will kill all the help you just installed. Precision is the key, IF you are going to play this game.
Frankly, with conventional techniques, no messing around, and good finesse, I'll put the basics up against any of the "tricks", and about half or better of the time, the basics work better.
Get the airplane on the step, and push a bit forward. Just when you feel the floats start to snub, gently pull back. No big pull, just a VERY subtle pull. The airplane will just launch.
Then, as noted previously, you gots to get the nose over to let the airplane catch it's breath, and off you go.
MTV