I'd like to challenge this. Barring scientific evidence to this fact, it is at best an anecdotal evidence, and so I will submit my own anecdote:
I didn't ride a bike for about 10 years. When I started riding again, I definitely felt unsteady for the first few days or weeks compared to my previous riding ability. I was unsteady enough that I thought at the time, "People that say you don't forget how to ride a bike are full of shit."
Granted, my ability to ride came back faster than if I was learning from scratch. It might become a discussion determining different shades of "forget" -- but if we get to that point, then we've conceded the crisp assertion that "we don't forget how to ride a bike".