Atlanta is a town in Rusk County, Wisconsin, United States.

The unincorporated community of Imalone is located partially in the town.

There were 273 housing units at an average density of 5.4 per square mile (2.1/km2).

The racial makeup of the town was 98.88% White, 0.64% Native American, 0.48% from other races.

17.7% of all households were made up of individuals, and 7.5% had someone living alone who was 65 years of age or older.