Yeah I don't think that has ever worked. Either just change your profile image to what you want, or if you don't want to have a profile image you need to delete your current profile image from the image page.
If you'd rather not delete the image (presumably because you are very attractive in it), then upload any jpg you don't care about, make it your profile image, and then delete it.