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DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference

Nov 17, 2020
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jun Guo


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Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization

Oct 11, 2020
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo


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Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology

Mar 10, 2020
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo


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Approximated Orthonormal Normalisation in Training Neural Networks

Jan 14, 2020
Guoqiang Zhang, Kenta Niwa, W. B. Kleijn


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Rapidly Adapting Moment Estimation

Feb 24, 2019
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn

* 11 pages 

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Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network

Feb 04, 2019
Guoqiang Zhang, Haopeng Li, Fabian Wenger

* 5 pages 

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BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint

Jul 08, 2018
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo


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