| DeepShift: Towards Multiplication-Less Neural Networks M Elhoushi, Z Chen, F Shafiq, Y Tian, JY Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 118 | 2019 |
| Motion Mode Recognition for Indoor Pedestrian Navigation Using Portable Devices M Elhoushi, J Georgy, A Noureldin, M Korenberg IEEE Transactions on Instrumentation and Measurement, 2015 | 96 | 2015 |
| A Survey on Approaches of Motion Mode Recognition Using Sensors M Elhoushi, J Georgy, A Noureldin, MJ Korenberg IEEE Transactions on Intelligent Transportation Systems 18 (7), 1662-1686, 2017 | 88 | 2017 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction S Elkerdawy, M Elhoushi, H Zhang, N Ray Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 39 | 2021 |
| To Filter Prune, or to Layer Prune, that is the question S Elkerdawy, M Elhoushi, A Singh, H Zhang, N Ray Proceedings of the Asian Conference on Computer Vision (ACCV), 2020, 2020 | 39 | 2020 |
| Method and System for Estimating Uncertainty for Offline Map Information Aided Enhanced Portable Navigation M Elhoushi, A Mahmoud, S Mao, T Li, J Georgy US Patent App. 15/485,639, 2017 | 29 | 2017 |
| Online Motion Mode Recognition for Portable Navigation using Low‐Cost Sensors M Elhoushi, J Georgy, A Noureldin, M Korenberg Navigation: Journal of The Institute of Navigation 62 (4), 273-290, 2015 | 28 | 2015 |
| Large Language Models for Compiler Optimization C Cummins, V Seeker, D Grubisic, M Elhoushi, Y Liang, B Roziere, ... arXiv preprint arXiv:2309.07062, 2023 | 27 | 2023 |
| Using Portable Device Sensors to Recognize Height Changing Modes of Motion M Elhoushi, J Georgy, A Wahdan, M Korenberg, A Noureldin Instrumentation and Measurement Technology Conference (I2MTC) Proceedings …, 2014 | 26 | 2014 |
| Method and Apparatus for User and Moving Vehicle Detection A Ali, M Elhoushi, J Georgy, C Goodall, A Heshmati, M Householder US Patent App. 14/812,411, 2015 | 25* | 2015 |
| Method and Apparatus for Characterizing Platform Motion A Ali, M Elhoushi, J Georgy, C Goodall US Patent App. 15/632,361, 2018 | 23 | 2018 |
| Layer Importance Estimation With Imprinting for Neural Network Quantization H Liu, S Elkerdawy, N Ray, M Elhoushi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 22 | 2021 |
| Robust Motion Mode Recognition for Portable Navigation Independent on Device Usage M Elhoushi, J Georgy, M Korenberg, A Noureldin Position, Location and Navigation Symposium-PLANS 2014, 2014 IEEE/ION, 158-163, 2014 | 20 | 2014 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding M Elhoushi, A Shrivastava, D Liskovich, B Hosmer, B Wasti, L Lai, ... Annual Meeting of the Association for Computational Linguistics 1 (62 …, 2024 | 16 | 2024 |
| One-Shot Layer-Wise Accuracy Approximation For Layer Pruning S Elkerdawy, M Elhoushi, A Singh, H Zhang, N Ray 2020 IEEE International Conference on Image Processing (ICIP), 2020 | 13 | 2020 |
| MLGOPerf: An ML Guided Inliner to Optimize Performance AH Ashouri, M Elhoushi, Y Hua, X Wang, MA Manzoor, B Chan, Y Gao 2022 International Conference on Compilers, Architecture, and Synthesis for …, 2022 | 12 | 2022 |
| Method and System for Estimating Multiple Modes of Motion M Elhoushi, J Georgy, A Noureldin WO Patent WO2015066348 A2, 2015 | 12 | 2015 |
| Sieve: Multimodal dataset pruning using image captioning models A Mahmoud, M Elhoushi, A Abbas, Y Yang, N Ardalani, H Leather, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 8 | 2024 |
| MODeL: Memory Optimizations for Deep Learning B Steiner, M Elhoushi, J Kahn, J Hegarty Proceedings of the 40th International Conference on Machine Learning, ICML …, 2023 | 8* | 2023 |
| Method and Apparatus for Cart Navigation A Al-Hamad, M Elhoushi, A Ali, J Georgy US Patent App. 15/686,999, 2017 | 8 | 2017 |
Aboelmagd NoureldinProfessor of Electrical and Computer Engineering, RMCVerified email at rmc.ca
