I had a similar issue. When I re-connected to a logged on vm, I had the CTRL ALT DEL options and had to press cancel to get to the desktop but if I logged off then connected again I got directly to the desktop.
I also had CTRL ALT DEL disabled through Group Policy so I decided to disable the setting and test. Now I always go directly to the desktop.