Aster is sold as an annual here. Millet, cabbages, ornamental peppers are all for sale during fall.
Marigolds, alyssum, salvias, dahlias (that are started later), and morning glory bloom in the fall but some may get knocked back earlier than others at the first frost. Usually all my annuals are doing their best during the fall.