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@inproceedings{DBLP:conf/mobisys/CaiWLLWX21,
  author       = {Dongqi Cai and
                  Qipeng Wang and
                  Yuanqiang Liu and
                  Yunxin Liu and
                  Shangguang Wang and
                  Mengwei Xu},
  title        = {Towards Ubiquitous Learning: {A} First Measurement of On-Device Training
                  Performance},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {31--36},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470009},
  doi          = {10.1145/3469116.3470009},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/CaiWLLWX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/CaoIABL21,
  author       = {Qingqing Cao and
                  Alexandru Eugen Irimiea and
                  Mohamed S. Abdelfattah and
                  Aruna Balasubramanian and
                  Nicholas D. Lane},
  title        = {Are Mobile {DNN} Accelerators Accelerating DNNs?},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {7--12},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470011},
  doi          = {10.1145/3469116.3470011},
  timestamp    = {Thu, 23 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/CaoIABL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/LaskaridisKL21,
  author       = {Stefanos Laskaridis and
                  Alexandros Kouris and
                  Nicholas D. Lane},
  title        = {Adaptive Inference through Early-Exit Networks: Design, Challenges
                  and Directions},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {1--6},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470012},
  doi          = {10.1145/3469116.3470012},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/LaskaridisKL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/LeeLL21,
  author       = {Jingyu Lee and
                  Yunxin Liu and
                  Youngki Lee},
  title        = {ParallelFusion: Towards Maximum Utilization of Mobile {GPU} for {DNN}
                  Inference},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {25--30},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470014},
  doi          = {10.1145/3469116.3470014},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/LeeLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/LeeWXDWLBC21,
  author       = {Jayoung Lee and
                  Pengcheng Wang and
                  Ran Xu and
                  Venkat Dasari and
                  Noah Weston and
                  Yin Li and
                  Saurabh Bagchi and
                  Somali Chaterji},
  title        = {Benchmarking Video Object Detection Systems on Embedded Devices under
                  Resource Contention},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {19--24},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470010},
  doi          = {10.1145/3469116.3470010},
  timestamp    = {Fri, 14 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/LeeWXDWLBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/SaffariTKSSS21,
  author       = {Ali Saffari and
                  Sin Yong Tan and
                  Mohamad Katanbaf and
                  Homagni Saha and
                  Joshua R. Smith and
                  Soumik Sarkar},
  title        = {Battery-Free Camera Occupancy Detection System},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {13--18},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470013},
  doi          = {10.1145/3469116.3470013},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/SaffariTKSSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mobisys/Wang0MZLCCCC21,
  author       = {Erwei Wang and
                  James J. Davis and
                  Daniele Moro and
                  Piotr Zielinski and
                  Jia Jie Lim and
                  Claudionor Coelho and
                  Satrajit Chatterjee and
                  Peter Y. K. Cheung and
                  George A. Constantinides},
  title        = {Enabling Binary Neural Network Training on the Edge},
  booktitle    = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  pages        = {37--38},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116.3470015},
  doi          = {10.1145/3469116.3470015},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/Wang0MZLCCCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/mobisys/2021emdl,
  title        = {EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on
                  Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA,
                  June 25, 2021},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3469116},
  doi          = {10.1145/3469116},
  isbn         = {978-1-4503-8597-8},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobisys/2021emdl.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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