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07/08/2021
First-Generation Inference Accelerator Deployment at Facebook
In this paper, we provide a deep dive into the deployment of inference a...
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01/18/2021
Deep Structured Reactive Planning
An intelligent agent operating in the real-world must balance achieving ...
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11/15/2020
MuSCLE: Multi Sweep Compression of LiDAR using Deep Entropy Models
We present a novel compression algorithm for reducing the storage of LiD...
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08/20/2020
Conditional Entropy Coding for Efficient Video Compression
We propose a very simple and efficient video compression framework that ...
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05/14/2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression
We present a novel deep compression algorithm to reduce the memory footp...
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08/09/2019
DSIC: Deep Stereo Image Compression
In this paper we tackle the problem of stereo image compression, and lev...
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06/16/2017