I think that's where the idea of "decorations" needs some clarification. Because you can have seasonal decorations up for an entire season, but holiday decorations start looking a bit out of place after the actual holiday.

So yeah, I leave natural things like decorative gourds or corn decorations out for all of fall, but the bats and black cats and carved jackolanterns typically come down right after Halloween.