Yep. There's a few techniques - compression cubes, ranger rolls to name two. I did use some ranger rolls for my spare t-shirt, underwear and socks on my trip to HiveFest. I did roll my cardigan too. The downside is that the rolls can result in awkward void spaces in the bag.
