Naty and I (mostly Naty!) collected the links for most courses and a few talks given at SIGGRAPH 2010; see our page here. Enjoy! If you have links to any other courses and talks, please do send them on to me or post them as a comment.
Personally, I particularly liked the “Practical Morphological Anti-Aliasing on the GPU” talk. It’s good to see the technique take around 3.5 ms on an NVIDIA 295 GTX, and the author’s site has a lot of information (including code).