EMDL@MobiSys

Publications

2021

EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, Virtual Event, Wisconsin, USA, June 25, 2021. EMDL@MobiSys (2021)
Jingyu Lee, Yunxin Liu, Youngki Lee
ParallelFusion: Towards Maximum Utilization of Mobile GPU for DNN Inference. EMDL@MobiSys (2021)
Stefanos Laskaridis, Alexandros Kouris, Nicholas D. Lane
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions. EMDL@MobiSys (2021)
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. EMDL@MobiSys (2021)
Ali Saffari, Sin Yong Tan, Mohamad Katanbaf, Homagni Saha, Joshua R. Smith, Soumik Sarkar
Battery-Free Camera Occupancy Detection System. EMDL@MobiSys (2021)
Erwei Wang, James J. Davis, Daniele Moro, Piotr Zielinski, Jia Jie Lim, Claudionor Coelho, Satrajit Chatterjee, Peter Y. K. Cheung, George A. Constantinides
Enabling Binary Neural Network Training on the Edge. EMDL@MobiSys (2021)
Qingqing Cao, Alexandru Eugen Irimiea, Mohamed S. Abdelfattah, Aruna Balasubramanian, Nicholas D. Lane
Are Mobile DNN Accelerators Accelerating DNNs? EMDL@MobiSys (2021)
Dongqi Cai, Qipeng Wang, Yuanqiang Liu, Yunxin Liu, Shangguang Wang, Mengwei Xu
Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. EMDL@MobiSys (2021)

2018

2017