I'm not sure how to do it on a samsung rom but in my AOSP rom's gallery I can choose the different ways it groups the photos into albums - time, tags, albums, location etc and when I chose location my gallery turned into one huge gallery with no albums because I never have location saved with my photos.
Maybe you can also do this?