I agree with most everyone. You have to work at it. For some reason I find that I just don't remember my dreams after I wake, but it's more like I experience them and then I remember the experience.
I think writting them down as soon as you wake keeps things clear. I sometimes replay the dream over and over in my head so that i can explain it to my wife later in the day, even then alot is lost.