From the grid view, tap a photo and go into full screen view. When you tap the photo, you can see / hide the file name.
Thank you. By the way, you have to tap with two fingers!
Two fingers cycles through the histogram + exif info views. One finger toggles between filling the screen or revealing the filename and adjustment controls.