Usually a pulse power supply implies some sort of capacitor discharge thru a fast, high current switch and some sort of pulse forming network, think pulsed lasers, old school pulsed radar, that sort of thing.
The charging supply might be a switcher, but that is not required.
Pulse supplies are usually rated in joules per pulse, maximum PRF and pulse current rather then watts.
Regards, Dan.