Peipei Zhou

Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream

Aug 25, 2022
Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu

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* Manuscript received April 07, 2022; revised June 11, 2022; accepted July 05, 2022. This article was presented in the International Conference on 2022 and appears as part of the ESWEEK-TCAD special issue

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Sustainable AI Processing at the Edge

Jul 04, 2022
Sébastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible

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H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness

Apr 29, 2022
Xinyi Zhang, Cong Hao, Peipei Zhou, Alex Jones, Jingtong Hu

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* 6 pages

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EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization

Feb 18, 2022
Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu

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* This work has been accepted by the ACM Transactions on Design Automation of Electronic Systems Journal but has not been published yet

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