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  1. No Access

    Article

    Relative order constraint for monocular depth estimation

    Monocular depth estimation, which is playing an increasingly important role in 3D scene understanding, has been attracting increasing attention in the computer vision field in recent years. The latest monocula...

    Chunpu Liu, Wangmeng Zuo, Guanglei Yang, Wanlong Li, Feng Wen… in Applied Intelligence (2023)

  2. No Access

    Article

    Self-training transformer for source-free domain adaptation

    In this paper, we study the task of source-free domain adaptation (SFDA), where the source data are not available during target adaptation. Previous works on SFDA mainly focus on aligning the cross-domain dist...

    Guanglei Yang, Zhun Zhong, Mingli Ding, Nicu Sebe, Elisa Ricci in Applied Intelligence (2023)

  3. No Access

    Article

    Bi-directional class-wise adversaries for unsupervised domain adaptation

    Unsupervised domain adaptation relies on well-labeled auxiliary source domain information to get better performance on the unlabeled target domain. It has shown tremendous importance for various classification...

    Guanglei Yang, Mingli Ding, Yongqiang Zhang in Applied Intelligence (2022)