What I have used some years ago is some self-expanding (but compressed delivered) band of foam as used for buildings (like seal a window). This is available in various sizes, the thinnest is 1-3mm thick (1compressed, 3expanded).
Please make sure you open the 'wheel' with the band just shortly before using, or it will be already expanded.
regards,
kai