An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution Uber uses convolutional neural networks in many domains that could potentially involve coordinate transforms, from designing self-driving vehicles to automating street sign detection to build maps and maximizing the efficiency of spatial movements in the Uber Marketplace. In deep learning, few ideas have experienced
Neural scene representation and rendering
Research Neural scene representation and rendering Published 14 June 2018 Authors Ali Eslami, Danilo Jimenez Rezende There is more than meets the eye when it comes to how we understand a visual scene: our brains draw on prior knowledge to reason and to make inferences that go far beyond the patterns of light that hit our retinas. For example, when entering a room for the first time, you instantly
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