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09/12/2022
An Embedding-Based Grocery Search Model at Instacart
The key to e-commerce search is how to best utilize the large yet noisy ...
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04/29/2019
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms
Deep learning on an edge device requires energy efficient operation due ...
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02/11/2018
Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms
This paper introduces partitioning an inference task of a deep neural ne...
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10/12/2017
NeuroTrainer: An Intelligent Memory Module for Deep Learning Training
This paper presents, NeuroTrainer, an intelligent memory module with in-...
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08/08/2017