To keep dipladenia over winter, you can bring the plant indoors. Before the first frost, cut it back by about a third to encourage new growth. Place the plant in a sunny location with temperatures between 60-70°F (15-21°C). Water it sparingly, allowing the soil to dry slightly between waterings. Reduce fertilization during this time. With proper care, your dipladenia should continue to thrive throughout the winter.