Survey of DL-Based LiDAR Super-Resolution For Autonomous Driving (University College London)


University College London researchers published "A Comprehensive Survey on Deep Learning-Based LiDAR Super-Resolution for Autonomous Driving." Abstract "LiDAR sensors are often considered essential for autonomous driving, but high-resolution sensors remain expensive while affordable low-resolution sensors produce sparse point clouds that miss critical details. LiDAR super-resolution addre... » read more

HW and SW Architecture Approaches For Running AI Models


How best to run AI inference models is a current topic of much debate as a wide breadth of systems companies look to add AI to a variety of systems, spurring both hardware innovation and the need to revamp models. Hardware developers are making progress with AI accelerators and SoCs. But on the model side, questions abound about whether the answer might come from revisiting older, less compl... » read more