Try iBatis. I've used it recently on a project where I wanted a JDBC abstraction w/o ORM/spring/container/etc.
Easy to setup, only a couple of small jars, and the config is very flexible. It won't give you the change-the-db-at-a-moments-notice flexibility of hibernate, et. al. but it is fairly lightweight.
