How do I upload a new logo in the Gallery Theme??

I previously uploaded a logo and I want to change it. When I delete it and upload a new one, the new one does not show up, only the old one. I tried deleting it and reuploading. I even uninstalled the theme and reinstalled it and it is still there. Please help. This should be a basic change and it is broken.