Search Results - Fromm, Josh

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  1. 1
    A Hardware-Software Blueprint for Flexible Deep Learning Specialization

    A Hardware-Software Blueprint for Flexible Deep Learning Specialization by Moreau, Thierry, Chen, Tianqi, Vega, Luis, Roesch, Jared, Yan, Eddie, Zheng, Lianmin, Fromm, Josh, Jiang, Ziheng, Ceze, Luis, Guestrin, Carlos, Krishnamurthy, Arvind

    Published in IEEE MICRO
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  2. 2
    Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection

    Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection by Ko, Jong Hwan, Fromm, Josh, Philipose, Matthai, Tashev, Ivan, Zarar, Shuayb

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  3. 3
    Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

    Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement by Liu, Xin, Fromm, Josh, Patel, Shwetak, McDuff, Daniel

    Published in arXiv.org
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  4. 4
    Heterogeneous Bitwidth Binarization in Convolutional Neural Networks

    Heterogeneous Bitwidth Binarization in Convolutional Neural Networks by Fromm, Josh, Patel, Shwetak, Philipose, Matthai

    Published in arXiv.org
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  5. 5
    Automated Backend-Aware Post-Training Quantization

    Automated Backend-Aware Post-Training Quantization by Jiang, Ziheng, Jain, Animesh, Liu, Andrew, Fromm, Josh, Ma, Chengqian, Chen, Tianqi, Ceze, Luis

    Published in arXiv.org
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  6. 6
    MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement

    MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement by Liu, Xin, Jiang, Ziheng, Fromm, Josh, Xu, Xuhai, Patel, Shwetak, McDuff, Daniel

    Published in arXiv.org
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  7. 7
    SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices

    SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices by Liu, Xin, Li, Yuang, Fromm, Josh, Wang, Yuntao, Jiang, Ziheng, Mariakakis, Alex, Patel, Shwetak

    Published in arXiv.org
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  8. 8
    Precision Scaling of Neural Networks for Efficient Audio Processing

    Precision Scaling of Neural Networks for Efficient Audio Processing by Ko, Jong Hwan, Fromm, Josh, Philipose, Matthai, Tashev, Ivan, Zarar, Shuayb

    Published in arXiv.org
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  9. 9
    A Hardware-Software Blueprint for Flexible Deep Learning Specialization

    A Hardware-Software Blueprint for Flexible Deep Learning Specialization by Moreau, Thierry, Chen, Tianqi, Vega, Luis, Roesch, Jared, Yan, Eddie, Zheng, Lianmin, Fromm, Josh, Jiang, Ziheng, Ceze, Luis, Guestrin, Carlos, Krishnamurthy, Arvind

    Published in arXiv.org
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