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2020 – today
- 2024
[c7]Marina Neseem, Conor McCullough, Randy Hsin, Chas Leichner, Shan Li, In Suk Chong, Andrew G. Howard, Lukasz Lew, Sherief Reda, Ville-Mikko Rautio, Daniele Moro:
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CVPR 2024: 15996-16005- [c6]Ahmed Agiza, Marina Neseem, Sherief Reda:
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning. CVPR 2024: 16196-16205 - [i6]Ahmed Agiza, Marina Neseem, Sherief Reda:
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning. CoRR abs/2403.20320 (2024) - [i5]Marina Neseem, Conor McCullough, Randy Hsin, Chas Leichner, Shan Li, In Suk Chong, Andrew G. Howard, Lukasz Lew, Sherief Reda, Ville-Mikko Rautio, Daniele Moro:
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CoRR abs/2404.00103 (2024) - 2023
- [c5]Marina Neseem, Ahmed Agiza, Sherief Reda:
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CVPR Workshops 2023: 4730-4739 - [i4]Marina Neseem, Ahmed Agiza, Sherief Reda:
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CoRR abs/2304.08594 (2023) - 2021
- [c4]Marina Neseem, Sherief Reda:
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. ICCAD 2021: 1-9 - [c3]Abdelrahman Hosny, Marina Neseem, Sherief Reda:
Sparse Bitmap Compression for Memory-Efficient Training on the Edge. SEC 2021: 14-25 - [i3]Marina Neseem, Sherief Reda:
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. CoRR abs/2108.06850 (2021) - [i2]Abdelrahman Hosny, Marina Neseem, Sherief Reda:
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge. CoRR abs/2110.15362 (2021) - 2020
- [c2]Marina Neseem, Jon Nelson, Sherief Reda:
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. DAC 2020: 1-6 - [i1]Marina Neseem, Jon Nelson
, Sherief Reda:
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. CoRR abs/2006.05884 (2020)
2010 – 2019
- 2019
- [c1]Tutu Ajayi, Vidya A. Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B. Kahng, Minsoo Kim, Jeongsup Lee, Uday Mallappa, Marina Neseem, Geraldo Pradipta, Sherief Reda, Mehdi Saligane, Sachin S. Sapatnekar, Carl Sechen, Mohamed Shalan, William Swartz, Lutong Wang, Zhehong Wang, Mingyu Woo, Bangqi Xu:
Toward an Open-Source Digital Flow: First Learnings from the OpenROAD Project. DAC 2019: 76
Coauthor Index
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