Can't get rid of folder selected for wallpaper

So I used the browse function to find a picture I wanted for my wallpaper and tried it a couple of times but I can't get rid of some of the folders that I don't want to show up in the wallpapers drop down menu. Is there any way of getting rid of them from the drop down menu?

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