A friend of mine uses large binder clips to hold her foam boards and she hangs them from gorilla hooks. The hooks are barely visible so she can take the boards down easily when she wants to. The hooks are available in lots of places. This link shows them at Lowe's.
http://www.lowes.com/pd_311589-37672-121048_0__