just try to avoid thinking of dreams or anything before going to sleep.
Thinking much about whats gonna happen,world problems or any other stuff before dreaming often causes me to "dream"=recall dreams.

Gather your thought,clear your mind.
Althought maby some people will find this having an opposite effect.

But hey it works on me.