Bill Pierce told me about it, but he didn't blog it. Since I need it more than once, I gotta post it.
Select Settings in the SVN menu.
In the General settings, under the Global ignore patten, enter the following:
bin obj Logs *.user *.suo Thumbs.db *.Publish.xml _ReSharper* *.resharper
