Yes, dump cake can be cooked however you like it, in the oven or in the slow cooker. In fact, the procedure for layering is exactly the same. If you choose to make it in the oven, be sure to bake at 350°F for 1 hour, or until the cake turns a golden brown and the pie filling is bubbly all around the edges