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  1. No Access

    Article

    Estimation of Near-Instance-Level Attribute Bottleneck for Zero-Shot Learning

    Zero-Shot Learning (ZSL) involves transferring knowledge from seen classes to unseen classes by establishing connections between visual and semantic spaces. Traditional ZSL methods identify novel classes by cl...

    Chenyi Jiang, Yuming Shen, Dubing Chen… in International Journal of Computer Vision (2024)

  2. No Access

    Article

    Combining Pixel-Level and Structure-Level Adaptation for Semantic Segmentation

    Domain adaptation for semantic segmentation requires pixel-level knowledge transfer from a labeled source domain to an unlabeled target domain. Existing approaches typically align the features of the source an...

    **wen Bi, Dubing Chen, He Huang, Shidong Wang, Haofeng Zhang in Neural Processing Letters (2023)

  3. No Access

    Chapter and Conference Paper

    Weighted Contrastive Hashing

    The development of unsupervised hashing is advanced by the recent popular contrastive learning paradigm. However, previous contrastive learning-based works have been hampered by (1) insufficient data similarit...

    Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang in Computer Vision – ACCV 2022 (2023)