王宇雄(WANG YuXiong) |
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地址:Department of Computer Science, University of Illinois at Urbana-Champaign 电话: 邮箱: yxw@illinois.edu,albertwyx@gmail.com, yuxiongw@andrew.cmu.edu |
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(1) Meta-learning and learning to learn;(2) Few/low-shot recognition and detection, long-tail recognition; (3) Generative modeling, predictive learning;(4) Continual learning, transfer learning, domain adaptation; (5) Large-scale unsuperivsed, discriminative learning;(6) Human motion prediction for human-robot interaction |
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和身份 |
2009.3 —— 2009.7:本科生(毕设) 2009.9 —— 2012.7:硕士研究生 |
/ 研究方向 |
“基于视频的目标跟踪算法的研究”(学士学位论文) “图像表达中的非负矩阵分解研究”(硕士学位论文) |
王宇雄,章毓晋,王晓华。4-D尺度空间中基于Mean-Shift的目标跟踪。电子与信息学报,2010,32(7): 1626-1632。 刘宝弟,王宇雄,章毓晋。图像分类中多流形上的词典学习。清华学报,2012,52(4): 575-580。 Wang Y X, Zhang Y-J. "Image Inpainting via Weighted Sparse Non-Negative Matrix Factorization". Proceedings of the 18th International Conference on Image Processing, 3470-3473, 2011. Liu B D, Wang Y X, Zhang Y-J, Zheng Y. "Discriminant Sparse Coding for Image Classification". Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 2193-2196, 2012. Wang Y X, Gui L Y, Zhang Y-J. "Neighborhood Preserving Non-Negative Tensor Factorization For Image Representation". Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 3389-3392, 2012. Wang Y X, Zhang Y-J. "Non-negative Matrix Factorization: A Comprehensive Review". IEEE Transactions on Knowledge and Data Engineering, 25(6): 1336-1353, 2013. |
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2012年硕士毕业后去美国攻读博士学位。 |
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