No one has mentioned
The Bicycle Thief

I saw this movie in my film class and I was just thrown off over how amazing it was. De Sica is one greatest filmmakers. This is a film coming out of the Italian Neo-Realism period. You should also check out films coming from the French New Wave, such as the Godard's films as someone mentioned.