Search Results - "Yan, Eddie"

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  1. 1

    Detection and Spatial Mapping of Mercury Contamination in Water Samples Using a Smart-Phone by Wei, Qingshan, Nagi, Richie, Sadeghi, Kayvon, Feng, Steve, Yan, Eddie, Ki, So Jung, Caire, Romain, Tseng, Derek, Ozcan, Aydogan

    Published in ACS nano (25-02-2014)
    “…Detection of environmental contamination such as trace-level toxic heavy metal ions mostly relies on bulky and costly analytical instruments. However, a…”
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    Journal Article
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    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 (01-09-2019)
    “…This article describes the Versatile Tensor Accelerator (VTA), a programmable DL architecture designed to be extensible in the face of evolving workloads. VTA…”
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    Journal Article
  4. 4

    Imaging and Sizing of Single DNA Molecules on a Mobile Phone by Wei, Qingshan, Luo, Wei, Chiang, Samuel, Kappel, Tara, Mejia, Crystal, Tseng, Derek, Chan, Raymond Yan Lok, Yan, Eddie, Qi, Hangfei, Shabbir, Faizan, Ozkan, Haydar, Feng, Steve, Ozcan, Aydogan

    Published in ACS nano (23-12-2014)
    “…DNA imaging techniques using optical microscopy have found numerous applications in biology, chemistry and physics and are based on relatively expensive, bulky…”
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    Journal Article
  5. 5

    Master Maker: Understanding Gaming Skill Through Practice and Habit From Gameplay Behavior by Huang, Jeff, Yan, Eddie, Cheung, Gifford, Nagappan, Nachiappan, Zimmermann, Thomas

    Published in Topics in cognitive science (01-04-2017)
    “…The study of expertise is difficult to do in a laboratory environment due to the challenge of finding people at different skill levels and the lack of time for…”
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    Journal Article
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    Exploiting Image Resolution Holistically in Computer Vision Models by Yan, Eddie

    Published 01-01-2020
    “…Modern computer vision systems are built upon a complex stack of hardware and software, from general purpose processors to specialized accelerators, and low…”
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    Dissertation
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    Do CNNs Encode Data Augmentations? by Yan, Eddie, Huang, Yanping

    “…Data augmentations are important ingredients in the recipe for training robust neural networks, especially in computer vision. A fundamental question is…”
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    Conference Proceeding
  11. 11

    Do CNNs Encode Data Augmentations? by Yan, Eddie, Huang, Yanping

    Published 28-02-2020
    “…Data augmentations are important ingredients in the recipe for training robust neural networks, especially in computer vision. A fundamental question is…”
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    Journal Article
  12. 12

    Characterizing and Taming Resolution in Convolutional Neural Networks by Yan, Eddie, Luo, Liang, Ceze, Luis

    “…Image resolution has a significant effect on the accuracy and computational, storage, and bandwidth costs of computer vision model inference. These costs are…”
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    Conference Proceeding
  13. 13

    Characterizing and Taming Resolution in Convolutional Neural Networks by Yan, Eddie, Luo, Liang, Ceze, Luis

    Published 27-10-2021
    “…Image resolution has a significant effect on the accuracy and computational, storage, and bandwidth costs of computer vision model inference. These costs are…”
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    Journal Article
  14. 14

    Field-portable smartphone microscopy platform for wide-field imaging and sizing of single DNA molecules by Qingshan Wei, Wei Luo, Chiang, Samuel, Kappel, Tara, Mejia, Crystal, Tseng, Derek, Chan, Raymond Yan Lok, Yan, Eddie, Hangfei Qi, Shabbir, Faizan, Ozkan, Haydar, Feng, Steve, Ozcan, Aydogan

    “…We demonstrate a field-portable smartphone-based fluorescence microscopy platform for imaging and sizing of single DNA molecules across ~2 mm 2 field-of-view…”
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    Conference Proceeding
  15. 15

    Learning to Optimize Tensor Programs by Chen, Tianqi, Zheng, Lianmin, Yan, Eddie, Jiang, Ziheng, Moreau, Thierry, Ceze, Luis, Guestrin, Carlos, Krishnamurthy, Arvind

    Published 21-05-2018
    “…We introduce a learning-based framework to optimize tensor programs for deep learning workloads. Efficient implementations of tensor operators, such as matrix…”
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    Journal Article
  16. 16

    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 11-07-2018
    “…Specialized Deep Learning (DL) acceleration stacks, designed for a specific set of frameworks, model architectures, operators, and data types, offer the allure…”
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    Journal Article
  17. 17

    TVM: An Automated End-to-End Optimizing Compiler for Deep Learning by Chen, Tianqi, Moreau, Thierry, Jiang, Ziheng, Zheng, Lianmin, Yan, Eddie, Cowan, Meghan, Shen, Haichen, Wang, Leyuan, Hu, Yuwei, Ceze, Luis, Guestrin, Carlos, Krishnamurthy, Arvind

    Published 12-02-2018
    “…There is an increasing need to bring machine learning to a wide diversity of hardware devices. Current frameworks rely on vendor-specific operator libraries…”
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    Journal Article
  18. 18

    Organometallic complexes containing O-donor ligands by Chan, Yuk Yan Eddie

    Published 01-01-1999
    “…Interactions of Ru(PPh3)3Cl2 and Ru(DMSO) 4Cl2 with NaLOEt(LOEt– = {(η5-C5H5)Co[P(O)(OEt) 2]3}–) afforded LOEt(PPh 3)2RuCl and LOEt(DMSO)2RuCl, respectively…”
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    Dissertation
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    Infra-Red Cathodoluminescence in Gallium Phosphide by Huang, Eddie Yu-yan

    Published 01-01-1984
    “…This project was primarily aimed at the study of cathodoluminesce (cl) spectra from the semiconductor Gallium Phosphide (GaP), using a scanning electron…”
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    Dissertation
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