Some preprints of Supercomputing 2010 papers are available now.

Arm announces the Mali-T604 GPU, with unified shader cores supporting OpenCL. A video describes the architecture of Mali-T604.

Some recent works on stereo vision:

• LIBELAS: Library for Efficient LArge-scale Stereo Matching, with paper published in ACCV 2010.
• Bundled Depth-Map Merging for Multi-View Stereo, with paper published in CVPR 2010.

Off topic:
Make Luck Work in Your Favor, an interesting article on luck. Luck also plays an important role in research.