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All publications by Siwei Lyu
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On Algorithms for Sparse Multi-factor NMF
Siwei Lyu and Xin Wang
Advances in Neural Information Processing Systems 26, 2013


Learning with Target Prior
Zuoguan Wang, Siwei Lyu, Gerwin Schalk and Qiang Ji
Advances in Neural Information Processing Systems 25, 2012


Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction
Siwei Lyu
Advances in Neural Information Processing Systems 24, 2011


Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform
Siwei Lyu
Advances in Neural Information Processing Systems 23, 2010


Reducing statistical dependencies in natural signals using radial Gaussianization
Siwei Lyu and Eero P. Simoncelli
Advances in Neural Information Processing Systems 21, 2008


Statistical Modeling of Images with Fields of Gaussian Scale Mixtures
Siwei Lyu and Eero P. Simoncelli
Advances in Neural Information Processing Systems 19, 2006