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  1. No Access

    Chapter and Conference Paper

    ColorFormer: Image Colorization via Color Memory Assisted Hybrid-Attention Transformer

    Automatic image colorization is a challenging task that attracts a lot of research interest. Previous methods employing deep neural networks have produced impressive results. However, these colorization images...

    **aozhong Ji, Boyuan Jiang, Donghao Luo, Guangpin Tao… in Computer Vision – ECCV 2022 (2022)

  2. No Access

    Article

    Unsupervised domain adaptation with target reconstruction and label confusion in the common subspace

    Deep neural networks can learn powerful and discriminative representations from a large number of labeled samples. However, it is typically costly to collect and annotate large-scale datasets, which limits the...

    Boyuan Jiang, Chao Chen, **nyu ** in Neural Computing and Applications (2020)

  3. No Access

    Article

    Optimizing Extreme Learning Machine via Generalized Hebbian Learning and Intrinsic Plasticity Learning

    Traditional extreme learning machine (ELM) has random weights between input layer and hidden layer, this kind of random feature map** brings non-discriminative feature space and unstable classification accur...

    Chao Chen, **nyu **, Boyuan Jiang, Lanjuan Li in Neural Processing Letters (2019)

  4. No Access

    Article

    A global simulation method for obtaining reduced reaction mechanisms for use in reactive blast wave flows

    A finite rate chemistry solver usually consumes the largest part of the computing time in the numerical simulation of reactive flows. To reduce these costs, a global simulation method has been developed for sy...

    Boyuan Jiang, David Ingram, Derek Causon, Robert Saunders in Shock Waves (1995)