My 8.4 has the same problem usually in landscape. Some wallpaper choices make it switch to portrait. However on the 10.5 with the same launcher and wallpapers I have found no issue at all.
The google now launcher has the same issue but less noticeable.
The touchwiz launcher has no such issue at all so it clearly seems to be some kind of software glitch.