I've never increased calorie intake for intense workouts, but that doesn't mean that you shouldn't
If you feel more hungry and feel like you need a few 100 extra calories, go for it.
I'd rather cut back on exercise than have to eat more though - lol !!
A rule of thumb that I recently read is to eat back half of the calories that you have burned.