Before revision:  In mammals, the receptor neurons are replaced regularly, and the receptor distribution changes in response to olfactory experience.
After revision:  In mammals, the receptor neurons are replaced regularly, receptor abundances should continuously adapt to odor statistics. Indeed, experiments have found such changes in response to olfactory experience.