CSS only slideshow

I’m trying to stop relying on the Featured Content Gallery plugin since it makes my page very slow. So, I’m wondering if anyone has any experience/luck with using a CSS only method to make a slideshow?

I’m looking for something where I can have the title and caption show (the caption would be in a custom-field). The slideshow on http://abcnews.go.com/ is a perfect example of what I’m looking for.