Continuing to think in 2D curve terms, it seems the parameters of the curve would include at least the two end points and the length (which must remain fixed). The weight of the paper may also come in to play.
Clearly this isn't enough as you can form a circle (cylinder in the extruded case), teardrop or even something cardioid-like depending on the tangent vectors of the paper at the end points.