Is it weird to have bruised knees and not exactly know how they appeared?

No. If this continues to occur try to determine when you are getting blunt trauma to the front of your knees. Some people will bruise easier than others. You may be one of those people. It is not really to much of a concern unless this happens frequently in other places as well.