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within **ansheng Wei Remove this filter Image Processing and Computer Vision Remove this filter

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  1. No Access

    Article

    Attention Unet++ for lightweight depth estimation from sparse depth samples and a single RGB image

    Depth estimation from a single RGB image with sparse depth measurements has already been proved to be an effective way of predicting dense and high-precision depth maps. However, most of its networks are based...

    Tao Zhao, Shuguo Pan, Wang Gao, Chao Sheng, Yingchun Sun… in The Visual Computer (2022)

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    Chapter and Conference Paper

    Towards Accurate Network Quantization with Equivalent Smooth Regularizer

    Neural network quantization techniques have been a prevailing way to reduce the inference time and storage cost of full-precision models for mobile devices. However, they still suffer from accuracy degradation...

    Kirill Solodskikh, Vladimir Chikin, Ruslan Aydarkhanov… in Computer Vision – ECCV 2022 (2022)