Problem Changing Event Banners

I can no longer change event banner images after I've created an event. The first banner I upload when creating the event works, but it does not work if I try to change to a different banner image later. I either still see the original image or a blank space appears instead. I've tried with multiple file types and in different browsers, but the problem persists. Has anyone else experienced this problem? Is there a way to fix it?