Like tsuwm highlights, it's common to call them the small hours down here in NZ. Though its more of a phrase than a concise definition. I would also consider everything after midnight until dawn to be 'the morning'.

This from the OED:
c.1250, morn, morewen (see morn) + suffix -ing, on pattern of evening. Originally the time just before sunrise.