Neural Information Processing Systems http://nips.cc/

Post-hoc 8] for reject, whereincexp(x, y)= c0. AR -10 (left), CIFAR -100 (middle), and ImageNet (right) inalearningtodefersetting, isallowedtodefertoa "specialist " expert.

One simple deferral rule employs the confidence of the current classifier, e.g., based on the maximum predicted softmax probability.

Each of these enormous collections of spacecraft, dubbed CTC-1 and CTC-2, would contain 96,714 satellites spread over 3,660 different orbits. If completed, China's new mega-constellation would dwarf even SpaceX's bold ambition to put 49,000 Starlink satellites in orbit. Together, CTC-1 and CTC-2 would be the largest assembly of satellites ever put in orbit, and would effectively lock competitors out of a region of low-Earth orbit. With Chinese authorities remaining quiet about the satellites' intended use, experts have raised concerns that the constellation may pose a security or defence threat. As reported by China in Space, the Nanjing University of Aeronautics claims that the satellites will focus on: 'Low-altitude electromagnetic space security, integrated security defence systems, electromagnetic space security assessment of airspace, and low-altitude airspace safety supervision services.'

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