Personally I would leave it bare (or paint it), but I did see a basement once where the guy threw wads of spackle directly onto the cement & then stuck the 1/4" sheetrock directly to that.
Or instead of framing it out with 2x4's you could just attach 1" strips to the concrete & screw your...