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8 Result(s)

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  1. No Access

    Chapter and Conference Paper

    OADA: An Online Data Augmentation Method for Raw Histopathology Images

    Deep learning-based automatic medical diagnosis is intensively studied in recent years. Abundant clinical raw records can be utilized, but we demonstrate that mixed and unknown magnification scales and stainin...

    Zhiyue Wu, Yijie Wang, Haibo Mi, Hongzuo Xu, Wei Zhang… in Neural Information Processing (2021)

  2. No Access

    Article

    Collaborative deep learning across multiple data centers

    Valuable training data is often owned by independent organizations and located in multiple data centers. Most deep learning approaches require to centralize the multi-datacenter data for performance purpose. I...

    Haibo Mi, Kele Xu, Dawei Feng, Huaimin Wang… in Science China Information Sciences (2020)

  3. No Access

    Chapter and Conference Paper

    Sample Dropout for Audio Scene Classification Using Multi-scale Dense Connected Convolutional Neural Network

    Acoustic scene classification is an intricate problem for a machine. As an emerging field of research, deep Convolutional Neural Networks (CNN) achieve convincing results. In this paper, we explore the use of ...

    Dawei Feng, Kele Xu, Haibo Mi, Feifan Liao… in Knowledge Management and Acquisition for I… (2018)

  4. No Access

    Chapter and Conference Paper

    Mixup-Based Acoustic Scene Classification Using Multi-channel Convolutional Neural Network

    Audio scene classification, the problem of predicting class labels of audio scenes, has drawn lots of attention during the last several years. However, it remains challenging and falls short of accuracy and ef...

    Kele Xu, Dawei Feng, Haibo Mi, Boqing Zhu… in Advances in Multimedia Information Process… (2018)

  5. No Access

    Chapter and Conference Paper

    HDID: An Efficient Hybrid Docker Image Distribution System for Datacenters

    Docker, a container-based virtualization technology, is widely used in datacenters. To increase the speed of booting containers, the storage and the distribution of Docker images have received much research ef...

    Mingyuan Liang, Siqi Shen, Dongsheng Li… in Software Engineering and Methodology for E… (2016)

  6. No Access

    Article

    An online service-oriented performance profiling tool for cloud computing systems

    The growing scale and complexity of component interactions in cloud computing systems post great challenges for operators to understand the characteristics of system performance. Profiling has long been proved...

    Haibo Mi, Huaimin Wang, Yangfan Zhou… in Frontiers of Computer Science (2013)

  7. No Access

    Article

    Effect of Carbon Nanotube Addition on Strength of Aluminum Welds Prepared by Ultrasound Welding

    A multiwall carbon nanotube (MWCNT)-reinforced aluminum matrix composite was fabricated by ultrasonic metal welding. The composite microstructure was investigated using a scanning electron microscope, transmis...

    Zhengqiang Zhu, Haibo Mi, **aolong Wang… in Metallurgical and Materials Transactions B (2012)

  8. No Access

    Article

    Localizing root causes of performance anomalies in cloud computing systems by analyzing request trace logs

    It is hard to localize the primary cause of performance anomalies in cloud computing systems because of the complexity of interactions between components. The hidden connections in the huge number of request e...

    HaiBo Mi, HuaiMin Wang, YangFan Zhou, Michael R. Lyu… in Science China Information Sciences (2012)