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02/05/2021
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning
DNN-based video analytics have empowered many new applications (e.g., au...
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11/04/2020
InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System
Deep learning (DL) models have become core modules for many applications...
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06/09/2020
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS
MLModelCI provides multimedia researchers and developers with a one-stop...
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05/24/2018
Intelligent Trainer for Model-Based Reinforcement Learning
Model-based deep reinforcement learning (DRL) algorithm uses the sampled...
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04/10/2018
DeepQoE: A unified Framework for Learning to Predict Video QoE
Motivated by the prowess of deep learning (DL) based techniques in predi...
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09/15/2017