Probably the best solution is just move it away so it no longer collides. It shouldn't be penetrating anyway, right?
Still, another option is to have a flag that triggers (sets) when it collides. Then, when you test for the next collision, if the flag is set, don't change its velocity. If it is no longer colliding, reset the flag.