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    Chapter and Conference Paper

    L3DMC: Lifelong Learning Using Distillation via Mixed-Curvature Space

    The performance of a lifelong learning (L3) model degrades when it is trained on a series of tasks, as the geometrical formation of the embedding space changes while learning novel concepts sequentially. The m...

    Kaushik Roy, Peyman Moghadam in Medical Image Computing and Computer Assis… (2023)

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    Chapter and Conference Paper

    EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos

    Reconstructing soft tissues from stereo endoscope videos is an essential prerequisite for many medical applications. Previous methods struggle to produce high-quality geometry and appearance due to their inade...

    Ruyi Zha, Xuelian Cheng, Hongdong Li in Medical Image Computing and Computer Assis… (2023)