If you're blowing them up with your lungs, the air is initially quite warm and it will make the mattress appear to deflate when the air cools down. Try filling it with a pump in the basement where the initial temperature and the resting temperature are the same. If you're already using a pump ignore this. If there's a hole though, Thermarest is pretty great at warrantying their products.