Search Results - Neseem, Marina

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  1. 1
    AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices

    AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices by Neseem, Marina, Reda, Sherief

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  2. 2
    MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning

    MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning by Agiza, Ahmed, Neseem, Marina, Reda, Sherief

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  3. 3
    AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning

    AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning by Neseem, Marina, Agiza, Ahmed, Reda, Sherief

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  4. 4
    AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices

    AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices by Neseem, Marina, Reda, Sherief

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  5. 5
    MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning

    MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning by Agiza, Ahmed, Neseem, Marina, Reda, Sherief

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  6. 6
    BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge

    BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge by Abdelrahman Hosny, Neseem, Marina, Reda, Sherief

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  7. 7
    PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks

    PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks by Neseem, Marina, McCullough, Conor, Hsin, Randy, Leichner, Chas, Li, Shan, Chong, In Suk, Howard, Andrew, Lew, Lukasz, Reda, Sherief, Rautio, Ville-Mikko, Moro, Daniele

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  8. 8
    AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning

    AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning by Neseem, Marina, Agiza, Ahmed, Reda, Sherief

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  9. 9
    AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices

    AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices by Neseem, Marina, Nelson, Jon, Reda, Sherief

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  10. 10
    PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks

    PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks by Neseem, Marina, McCullough, Conor, Hsin, Randy, Leichner, Chas, Li, Shan, In Suk Chong, Howard, Andrew G, Lew, Lukasz, Reda, Sherief, Ville-Mikko Rautio, Moro, Daniele

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