Knee brace hinges with adaptive motion

The disclosed knee brace hinges enable a knee brace including the hinges to track the natural motion of the brace wearer's knee while restraining the knee from harmful motions. In certain embodiments, in a first range of motion the hinges have only one degree of freedom, rotation about a fixed axis. In a second range of motion, the hinges have at least two degrees of freedom, rotation and translation.