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Neural Network Compression Via Sparse Optimization

Nov 11, 2020
Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu


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Orthant Based Proximal Stochastic Gradient Method for $\ell_1$-Regularized Optimization

Apr 07, 2020
Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu


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Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class

Mar 10, 2020
Xi Li, Huimin Ma, Sheng Yi, Yanxian Chen


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WSOD with PSNet and Box Regression

Nov 26, 2019
Sheng Yi, Xi Li, Huimin Ma


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A Invertible Dimension Reduction of Curves on a Manifold

Jul 29, 2011
Sheng Yi, Hamid Krim, Larry K. Norris


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