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08/14/2023
Symphony: Optimized Model Serving using Centralized Orchestration
The orchestration of deep neural network (DNN) model inference on GPU cl...
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05/25/2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
Recent work has shown that fast, compact low-bitwidth neural networks ca...
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01/10/2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Large volumes of videos are continuously recorded from cameras deployed ...
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12/04/2017
Precision Scaling of Neural Networks for Efficient Audio Processing
While deep neural networks have shown powerful performance in many audio...
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11/20/2016
Fast Video Classification via Adaptive Cascading of Deep Models
Recent advances have enabled "oracle" classifiers that can classify acro...
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03/17/2016