In no particular order:
Seven Samurai
Yojimbo
Dersu Uzala
Stray Dog
Ikiru
Hidden Fortress
Rashomon
Throne of Blood
Drunken Angel
High and Low

Have yet to watch Red Beard.....I hear it's great as well