I j ust discovered these command snap strips and they are great
http://www.command.com/wps/portal/3M/en_US/NACommand/Command/Smart-Ideas/Picture-Hanging/
I found them at michaels. we have lots of picture frames but hadnt mounted any of them to the wall because we will be moving in a few months and didnt want to deal with holes in the walls. Have you tried these?