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02/22/2023
SGMFQP:An Ontology-based Swine Gut Microbiota Federated Query Platform
Gut microbiota plays a crucial role in modulating pig development and he...
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08/25/2022
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream
Detecting actions in videos have been widely applied in on-device applic...
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07/04/2022
Sustainable AI Processing at the Edge
Edge computing is a popular target for accelerating machine learning alg...
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04/28/2022
FPIRM: Floating-point Processing in Racetrack Memories
Convolutional neural networks (CNN) have become a ubiquitous algorithm w...
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02/18/2022
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization
Conventionally, DNN models are trained once in the cloud and deployed in...
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11/13/2020