Search results for "EMDL@MobiSys"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Jingyu Lee, Yunxin Liu, Youngki Lee	ParallelFusion: Towards Maximum Utilization of Mobile GPU for DNN Inference.	EMDL@MobiSys	2021	DBLP DOI BibTeX RDF
1	Stefanos Laskaridis, Alexandros Kouris, Nicholas D. Lane	Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions.	EMDL@MobiSys	2021	DBLP DOI BibTeX RDF
1	Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari 0001, Noah Weston, Yin Li 0003, Saurabh Bagchi, Somali Chaterji	Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention.	EMDL@MobiSys	2021	DBLP DOI BibTeX RDF
1	Ali Saffari, Sin Yong Tan, Mohamad Katanbaf, Homagni Saha, Joshua R. Smith 0001, Soumik Sarkar	Battery-Free Camera Occupancy Detection System.	EMDL@MobiSys	2021	DBLP DOI BibTeX RDF
1	Erwei Wang, James J. Davis 0001, 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	DBLP DOI BibTeX RDF
1		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	DBLP DOI BibTeX RDF
1	Qingqing Cao, Alexandru Eugen Irimiea, Mohamed S. Abdelfattah, Aruna Balasubramanian, Nicholas D. Lane	Are Mobile DNN Accelerators Accelerating DNNs?	EMDL@MobiSys	2021	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Koen Goetschalckx, Bert Moons, Patrick Wambacq, Marian Verhelst	Efficiently Combining SVD, Pruning, Clustering and Retraining for Enhanced Neural Network Compression.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher	QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Myungjae Shin, Joongheon Kim, Aziz Mohaisen, Jaebok Park, KyungHee Lee	Neural Network Syntax Analyzer for Embedded Standardized Deep Learning.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Mario Parreño Centeno, Yu Guan, Aad van Moorsel	Mobile Based Continuous Authentication Using Deep Features.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R. Nidhi Bhandari, Vineeth Vijayaraghavan	HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Javier Fernández-Marqués, Vincent W. S. Tseng, Sourav Bhattacharya, Nicholas D. Lane	On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Huynh Nguyen Loc, Youngki Lee, Rajesh Krishna Balan	D-Pruner: Filter-Based Pruning Method for Deep Convolutional Neural Network.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Yiren Zhao, Xitong Gao, Robert D. Mullins, Chengzhong Xu 0001	Mayo: A Framework for Auto-generating Hardware Friendly Deep Neural Networks.	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1		Proceedings of the 2nd International Workshop on Embedded and Mobile Deep Learning, EMDL@MobiSys 2018, Munich, Germany, June 15, 2018	EMDL@MobiSys	2018	DBLP DOI BibTeX RDF
1	Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà	Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions.	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF
1	Jia Guo, Miodrag Potkonjak	Pruning Filters and Classes: Towards On-Device Customization of Convolutional Neural Networks.	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF
1	Moustafa Alzantot, Yingnan Wang, Zhengshuang Ren, Mani B. Srivastava	RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices.	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF
1	Beomjun Kim, Yongsu Jeon, Heejin Park, Dongheon Han, Yunju Baek	Design and Implementation of the Vehicular Camera System using Deep Neural Network Compression.	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF
1	Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian	MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU.	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF
1		Proceedings of the 1st International Workshop on Embedded and Mobile Deep Learning (Deep Learning for Mobile Systems and Applications), EMDL@MobiSys 2017, Niagara Falls, NY, USA, June 23, 2017	EMDL@MobiSys	2017	DBLP DOI BibTeX RDF

Publications at "EMDL@MobiSys"( http://dblp.L3S.de/Venues/EMDL@MobiSys )