The Pale Ones can sense you in complete darkness. Make sure you always have your flashlight on at night and they'll have more trouble finding you.
Also, it's important to use beartraps and timers with E and Q respectively. Hold the corresponding key down and left-click to throw it when ready.
I hope that helps!