From now through April 2016, you will get a 20% statement credit every time you use your Capital One Quicksilver Card or QuicksilverOne Card to ride with Uber. Just add your Quicksilver card as the payment method on your Uber account and the 20% credit will be automatically applied to your statement within 1-2 billing cycles.
For more information, here is the link to this promotion.