I think you'd still need to adjust your diet signifiantly. Most powerlifters don't look particularly in shape.

Most powerlifters intentionally maintain a signficant caloric surplus in order to bulk up. Some bulkers even chug straight-up olive oil to meet their daily caloric goals.