Sounds like the motor is running too rich. When you heat up the engine, the mixture changes due to heat in the chamber. As such, less fuel is needed for an effective burn. the popping as you put it would be fuel burning when it contacts fresh air in the exhaust. Check your choke for opening, or lean back the carb.