The short answer is if you value your knives and want them to remain sharp, corrosion free and not fail, then no!
Of course you can do so if you wish, but this is likely to invalidate the warranty provided by a lot of the leading knife manufacturers, and will most certainly reduce the performance and life-span of the knife.
This is one of the most commonly asked questions we get here at kitchenknives.co.uk.