When assigning the Remote Taskbar, it will display the application’s shortcuts present in the user’s profile.

This is visible at C:\Users\%USERNAME%\Desktop


You have to ways of solving this scenario: 

– Use the FloatingPanel to only display the assigned applications,

Or 

– Delete all unnecessary shortcuts present in C:\Users\%USERNAME%\Desktop if you prefer to use the full dektop.