To remove the Microsoft Office Upload Center icon from the Taskbar, you need to follow the above-mentioned steps. IN other words, you can open Microsoft Office and go to Tools > Microsoft Office Upload Center. Here you can find an option called Display icon in notification area. You need to remove the tick from the corresponding checkbox.