Does it do this when you are full throttle one way or when you either stop or change directions?
If its the later, put a diode inline as the breaking of the ESC and coils in the motor causes the voltage to almost double on the power supply and might trigger a safety that shunts the output.
Have a read on this thread which explains this in more details: New Basic ESC r3 on power supply (no batteries)