h.264 - Can a GPU be used to Encode h264?

I am wondering if I get a better graphics card could it speed up h264 encoding on my machine using handbrake?

If so how can I tell what graphics card will support this?

I am aware that the GPU can do hardware decoding of h264, but am not sure about encoding.