I'd wear COLOR with this neutral dress. red or pink or turquoise or purple or something!
I don't think the cole haan mary jane style shoes you show above are the right style for this dress. they are too heavy looking also. you need a strappy sandal with that grecian-style dress.
if you're hesitant about wearing color with your dress, then black is the way to go.