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    Chapter and Conference Paper

    Class Specialized Knowledge Distillation

    Knowledge Distillation (KD) is a compression framework that transfers distilled knowledge from a teacher to a smaller student model. KD approaches conventionally address problem domains where the teacher and s...

    Li-Yun Wang, Anthony Rhodes, Wu-chi Feng in Computer Vision – ACCV 2022 (2023)

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    Chapter and Conference Paper

    DHV: A Code Consistency Maintenance Protocol for Multi-hop Wireless Sensor Networks

    Ensuring that every sensor node has the same code version is challenging in dynamic, unreliable multi-hop sensor networks. When nodes have different code versions, the network may not behave as intended, wasti...

    Thanh Dang, Nirupama Bulusu, Wu-chi Feng, Seungweon Park in Wireless Sensor Networks (2009)

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    Chapter and Conference Paper

    Near Optimal Sensor Selection in the COlumbia RIvEr (CORIE) Observation Network for Data Assimilation Using Genetic Algorithms

    CORIE is a pilot environmental observation and forecasting system (EOFS) for the Columbia River. The goal of CORIE is to characterize and predict complex circulation and mixing processes in a system encompassi...

    Thanh Dang, Sergey Frolov, Nirupama Bulusu in Distributed Computing in Sensor Systems (2007)

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    Chapter and Conference Paper

    RIDA: A Robust Information-Driven Data Compression Architecture for Irregular Wireless Sensor Networks

    In this paper, we propose and evaluate RIDA, a novel information-driven architecture for distributed data compression in a sensor network, allowing it to conserve energy and bandwidth and potentially enabling ...

    Thanh Dang, Nirupama Bulusu, Wu-chi Feng in Wireless Sensor Networks (2007)

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    Article

    An experimental analysis of DCT-based approaches for fine-grained multiresolution video

    In the future, video-streaming systems will have to support adaptation over an extremely large range of display requirements (e.g., 90×60 to 1920×1080). This paper presents the architectural trade-offs of band...

    Jie Huang, Wu-chi Feng, Jonathan Walpole in Multimedia Systems (2006)

  6. Chapter and Conference Paper

    A Hysteresis Based Approach for Quality, Frame Rate, and Buffer Management for Video Streaming Using TCP

    In today’s Internet, the primary transport mechanism for video streams is the UDP protocol, either congestion sensitive or not. In this paper, we propose a mechanism that supports the high quality streaming an...

    Nagasuresh Seelam, Pankaj Sethi, Wu-chi Feng in Management of Multimedia on the Internet (2001)

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    Article

    An optimal bandwidth allocation strategy for the delivery of compressed prerecorded video

    The transportation of prerecorded, compressed video data without loss of picture quality requires the network and video servers to support large fluctuations in bandwidth requirements. Fully utilizing a c...

    Wu-chi Feng, Farnam Jahanian, Stuart Sechrest in Multimedia Systems (1997)

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    Book