The answer is both no and partly yes. First of all, if you need to reduce relative humidity, you need to cool air and take its water content. Therefore, you decrease DB. However, when you finished to decrease water content, then you can heat air to the inital DB. Then, you have DB unchanged and Rh decreased. Please try to draw process in psychrometric chart. It had better to do it for understanding.