Yea, I took it off and then removed the bottom "pan". Then I poured the cleaner into the carb tubes. I have also tried spraying CleanRCarb into the carb while it was running.
I guess I should add that the problem is somewhat random, although most times it has the problem I described. Usually when it works for the first 20 seconds it has no problems for the rest of the time it is running.