Ask someone to marry you is the present tense of asked someone to marry you.
The third-person singular simple present indicative form of ask someone to marry you is asks someone to marry you.
The present participle of ask someone to marry you is asking someone to marry you.
The past participle of ask someone to marry you is asked someone to marry you.
