田大湧

的个人主页 http://teacher.nwpu.edu.cn/dayongt

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基本信息 The basic information

田大湧

电子信息学院

博士研究生毕业

哲学博士

讲师(高校)

教育经历 Education Experience

2006-2010    西安电子科技大学                         理学学士

2011-2014     西安电子科技大学                         工学硕士

2014-2017     University of Technology Sydney    Ph.D.

教育教学 Education And Teaching

Introduction to Statistical Machine Learning (全英文,32学时,春季)

招生信息 Admission Information

招收硕士研究生、留学生。

主要有两大方向:计算机视觉、强化学习。

基本要求:编程、英语、数学,三者有其二即可。


一些寄语:

机器学习讲究一个tradeoff,没有各方面都好的模型,很多情况下,我们都是针对当前数据集,寻找一个tradeoff。

工作和生活,论文灌水和厚积薄发,都需要找到tradeoff,适合你的tradeoff,才是最好的。

硕士时间很短,可能只够在一个问题上有所建树。

因此,我希望我的学生在一开始就能找到自己愿意为之奋斗一生的事业,让整个硕士生涯成为事业的起点。


科学研究 Scientific Research

Selected Papers

Dayong Tian, Chen Gong, Maoguo Gong, Yiwen Wei and Xiaoxuan Feng, "Modeling Cardinality in Image Hashing," in IEEE Transactions on Cybernetics, in press(SCI一区, IF:11.079)

    1. Dayong Tian, Maoguo Gong, Deyun Zhou, Jiao Shi and Yu Lei, “Interval type-2 fuzzy logic for semisupervised multimodal hashing”, IEEE Trans. Cybernetics, vol. 51, no. 7, pp. 3802-3812, Jul. 2021. (SCI一区, IF:11.079)

    2. Dayong Tian and Maoguo Gong, "A novel edge-weight based fuzzy clustering method for change detection in SAR images", Information Sciences, vol. 467, pp. 415-430, 2018. (SCI一区, IF:5.910)

      1. Dayong Tian and Dacheng Tao, “Global hashing system for fast image search”, IEEE Trans. Image Processing,26(1), Jan. 2017, pp. 79-89. (SCI一区, IF:9.340)

        1. Dayong Tian and Dacheng Tao, “Coupled learning for facial deblur”, IEEE Trans. Image Processing, 25(2), Feb. 2016, pp. 961-972. (SCI一区, IF:9.340)

          1. Dayong Tian, Maoguo Gong and Linzhi Su, “Generalized correlation for shape alignment”, Information Science, 363(1), Oct. 2016, pp. 40-51. (SCI一区, IF:5.910)

            1. Maoguo Gong, Dayong Tian,  Linzhi Su and Licheng Jiao, “An efficient bi-convex fuzzy variational image  segmentation method”, Information  Science, 293(1), Feb. 2015, pp. 351-369. (SCI一区, IF:5.910)

              1. Maoguo Gong, Shengmeng Zhao, Licheng Jiao, Dayong Tian and Shuang Wang, “A novel coarse-to-fine scheme for automatic  image registration based on SIFT and mutual information”, IEEE Trans. Geoscience and Remote Sensing,  52(7), Jul. 2014, pp. 4328-4338.  


              综合介绍 General Introduction