Just as you can accept or reject a campaign application, the creator can also accept or reject your campaign invitation. In the case of a rejection, you can always see the reason the creator chose. You can see this by clicking on the creators application, where you can see the creators rejection reason.
First, go to your campaign, click on the "Requests" tab, and then on Declined. From this view, you'll see all rejections or declined applications.