Graph matching (GM) has been a long-standing combinatorial problem due to its NP-hard nature. Recently (deep) learning-based approaches have shown their superiority over the traditional solvers while ...

Furthermore, the semiautomated process imposes constraints on the spatial scalability of HD maps. To overcome these limitations, we propose automated two-stage method for constructing lane-level road ...

Extend CUDAPiecewiseBackend to dynamically select and execute different compiled graphs based on runtime conditions, moving beyond its current reliance on pre-defined compile sizes. This includes the ...

The Big Picture, Part Two. "Make it cheaper and simpler. Let's do that instead" Former Sony Worldwide Studios head Shawn Layden and analysts Mat Piscatella and Piers Harding-Rolls look ahead to ...