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05/04/2020
Streaming Object Detection for 3-D Point Clouds
Autonomous vehicles operate in a dynamic environment, where the speed wi...
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08/29/2019
StarNet: Targeted Computation for Object Detection in Point Clouds
LiDAR sensor systems provide high resolution spatial information about t...
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03/25/2016
On the Compression of Recurrent Neural Networks with an Application to LVCSR acoustic modeling for Embedded Speech Recognition
We study the problem of compressing recurrent neural networks (RNNs). In...
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03/10/2016
Personalized Speech recognition on mobile devices
We describe a large vocabulary speech recognition system that is accurat...
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12/16/2014
Learning with Pseudo-Ensembles
We formalize the notion of a pseudo-ensemble, a (possibly infinite) coll...
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10/07/2013
