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    Chapter and Conference Paper

    Autoencoder-Based Graph Construction for Semi-supervised Learning

    We consider graph-based semi-supervised learning that leverages a similarity graph across data points to better exploit data structure exposed in unlabeled data. One challenge that arises in this problem conte...

    Mingeun Kang, Kiwon Lee, Yong H. Lee, Changho Suh in Computer Vision ā€“ ECCV 2020 (2020)

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    Article

    Analysis of weighted median filters based on inequalities relating the weights

    By considering all orderings of the input samples, which are discrete-time continuous-valued, it is shown here that a weighted median (WM) filter of spanN can be specified unambiguously by 2Nāˆ’1 consistent linear ...

    Mohit K. Prasad, Yong H. Lee in Circuits, Systems and Signal Processing (1992)