Atlanta is a town in Rusk County, Wisconsin, United States. The population was 627 at the 2000 census. The unincorporated community of Imalone is located partially in the town. According to the United States Census Bureau, the town has a total area of 51.0 square miles, of which 50.8 square miles is land and 0.2 square mile is water.