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09/28/2020
Accelerating Multi-Model Inference by Merging DNNs of Different Weights
Standardized DNN models that have been proved to perform well on machine...
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06/22/2020
Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees
Hyper-parameter optimization is crucial for pushing the accuracy of a de...
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12/04/2018
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs
The rapid evolution of deep neural networks is demanding deep learning (...
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09/04/2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion
Recursive neural networks have widely been used by researchers to handle...
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08/08/2018