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    Article

    Poincaré Kernels for Hyperbolic Representations

    Embedding data in hyperbolic spaces has proven beneficial for many advanced machine learning applications. However, working in hyperbolic spaces is not without difficulties as a result of its curved geometry (e.g

    Pengfei Fang, Mehrtash Harandi, Zhenzhong Lan in International Journal of Computer Vision (2023)

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    Article

    Beyond a strong baseline: cross-modality contrastive learning for visible-infrared person re-identification

    Cross-modality pedestrian image matching, which entails the matching of visible and infrared images, is a vital area in person re-identification (reID) due to its potential to facilitate person retrieval acros...

    Pengfei Fang, Yukang Zhang, Zhenzhong Lan in Machine Vision and Applications (2023)

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    Chapter and Conference Paper

    A Benchmark for Understanding Dialogue Safety in Mental Health Support

    Dialogue safety remains a pervasive challenge in open-domain human-machine interaction. Existing approaches propose distinctive dialogue safety taxonomies and datasets for detecting explicitly harmful response...

    Huachuan Qiu, Tong Zhao, Anqi Li in Natural Language Processing and Chinese Co… (2023)

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    Chapter and Conference Paper

    Hidden Two-Stream Convolutional Networks for Action Recognition

    Analyzing videos of human actions involves understanding the temporal relationships among video frames

    Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander Hauptmann in Computer Vision – ACCV 2018 (2019)

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    Article

    E-LAMP: integration of innovative ideas for multimedia event detection

    Detecting multimedia events in web videos is an emerging hot research area in the fields of multimedia and computer vision. In this paper, we introduce the core methods and technologies of the framework we dev...

    Wei Tong, Yi Yang, Lu Jiang, Shoou-I Yu, ZhenZhong Lan in Machine Vision and Applications (2014)