Linchao Zhu bio photo

Linchao Zhu

I'm a problem solver, interested in deep learning, computer vision.

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Publications

Publications

  • Compound Memory Networks for Few-shot Video Classification
    Linchao Zhu, Yi Yang
    ECCV, 2018

  • Bidirectional Multirate Reconstruction for Temporal Modeling in Videos [PDF]
    Linchao Zhu, Zhongwen Xu, Yi Yang
    CVPR 2017 (Spotlight)

  • Few-Shot Object Recognition from Machine-Labeled Web Images [PDF]
    Zhongwen Xu*, Linchao Zhu*, Yi Yang
    CVPR 2017 (Spotlight), * indicates equal contributions

  • Uncovering Temporal Context for Video Question Answering [PDF] [Project]
    Linchao Zhu, Zhongwen Xu, Yi Yang, Alex G. Hauptmann
    IJCV, DOI: 10.1007/s11263-017-1033-7, 2017

  • Decoupled Novel Object Captioner [Arxiv]
    Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang
    ACM MM 2018

  • Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
    Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu
    ACM MM, 2018

  • Watching a Small Portion could be as Good as Watching All:
    Towards Efficient Video Classification
    Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang
    IJCAI 2018

  • Recognizing an action using its name: A knowledge-based approach [PDF]
    Chuang Gan, Yi Yang, Linchao Zhu, Deli Zhao, Yueting Zhuang
    IJCV, DOI: 10.1007/s11263-016-0893-6, 2016

Preprints

  • Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions [Arxiv]
    Ke Ning, Linchao Zhu, Ming Cai, Yi Yang, Di Xie, Fei Wu

Competitions

  • Our report on Google YouTube8M Classification 2017.

  • We got the first place on the video localization task in TRECVID MED 2016 competition. See our report.

  • We got the first place on the Action Recognition task in THUMOS 2015. See our notebook paper.