Marina Neseem

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Dirichlet Process

Multitask Learning

Wearable Devices

Activity Recognition

Top Venues

Publications

Ahmed Agiza, Marina Neseem, Sherief Reda
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning. CoRR (2024)
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 (2024)
Marina Neseem, Ahmed Agiza, Sherief Reda
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CoRR (2023)
Marina Neseem, Ahmed Agiza, Sherief Reda
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning. CVPR Workshops (2023)
Abdelrahman Hosny, Marina Neseem, Sherief Reda
Sparse Bitmap Compression for Memory-Efficient Training on the Edge. SEC (2021)
Marina Neseem, Sherief Reda
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. ICCAD (2021)
Marina Neseem, Sherief Reda
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. CoRR (2021)
Abdelrahman Hosny, Marina Neseem, Sherief Reda
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge. CoRR (2021)
Marina Neseem, Jon Nelson, Sherief Reda
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. DAC (2020)
Marina Neseem, Jon Nelson, Sherief Reda
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices. CoRR (2020)
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)