Yes they shrink... I had to stop using them because, like you, I only ride the bike a few times a year. Love the Nitro mousses and the feeling of not having to worry about a flat at all but not really worth the $$$ if you don't use the bike a lot. Plus... Here is the Southeast... Being able to vary air pressure for different situations is useful.