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Jiayan Jiang, Ph.D.

Affiliations: 
2011 University of California, Los Angeles, Los Angeles, CA 
Area:
Computer vision, machine learning, deep learning, neural computation, neuro imaging
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Zhuowen Tu grad student 2011 UCLA
 (Learning Based Approaches with Applications to Vision Tasks.)

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Publications

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Wang B, Jiang J, Wang W, et al. (2012) Unsupervised metric fusion by cross diffusion Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2997-3004
Iglesias JE, Jiang J, Liu CY, et al. (2011) Classification of Alzheimer's disease using a self-smoothing operator. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 58-65
Hong Y, Li Q, Jiang J, et al. (2011) Learning a mixture of sparse distance metrics for classification and dimensionality reduction Proceedings of the Ieee International Conference On Computer Vision. 906-913
Jiang J, Wang B, Tu Z. (2011) Unsupervised metric learning by self-smoothing operator Proceedings of the Ieee International Conference On Computer Vision. 794-801
Yu Y, Jiang J, Zhang L. (2011) Distance metric learning by minimal distance maximization Pattern Recognition. 44: 639-649
Hong Y, Jiang J, Tu Z. (2010) Sparse semi-supervised learning for perceptual grouping 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 1-8
Jiang J, Tu Z. (2009) Efficient scale space auto-context for image segmentation and labeling 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1810-1817
Jiang J, Zheng S, Toga AW, et al. (2008) Learning based coarse-to-fine image registration 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr
Jiang J, Zhang L, Furukawa T. (2008) A class density approximation neural network for improving the generalization of Fisherface Neurocomputing. 71: 3239-3246
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