中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组
宋国利

职 称:博士后

电子邮箱:guoli.song@vipl.ict.ac.cn

通讯地址:

研究方向:跨媒体技术、机器学习

Guoli Song was a postdoc in the School of Computer and Control Engineering, University of Chinese Academy of Sciences. I received the Ph.D. degree in computer engineering from University of Chinese Academy of Sciences in 2018, and received the B.S. degree in mathematics and applied mathematics and the M.S. degree in operational research and cybernetics from Zhengzhou University, in 2009 and 2012, respectively. My research interests include cross-media content analysis, computer vision, and machine learning.

经历
教育经历
  • 2005.09~2009.07 郑州大学 数学与应用数学 理学学士
  • 2009.09~2012.06 郑州大学 运筹学与控制论 理学硕士
  • 2012.09~2018.01 中国科学院大学 计算机应用技术 工学博士
著论

论文

Journal

[1] Guoli SongShuhui Wang, Qingming Huang, Qi Tian. Learning Feature Representation and Partial Correlation for Multimodal Multi-Labeled Data. IEEE Transactions on Multimedia (TMM), accepted.  

[2] Guoli SongShuhui Wang, Qingming Huang, Qi Tian. Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted.  [pdf]

[3] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Online Asymmetric Metric Learning with Multi-Layer Similarity Aggregation for Cross-Modal Retrieval. IEEE Transaction on Image Processingvol. 28, no. 9, pp. 4299-4312, 2019. [pdf] [code] 

[4] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Multimodal Similarity Gaussian Process Latent Variable Model, IEEE Transactions on Image Processing, vol. 26, no.9, pp. 4168-4181, 2017. [pdf] [code]


Conference

[1] BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting, MICCAI 2020, accepted.  

[2] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Learning Fragment Self-Attention Embeddings for Image-Text MatchingACM Multimedia, pp. 2088-2096, 2019. (oral) [pdf] [code]

[3] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Multimodal Gaussian Process Latent Variable  Models with Harmonization, IEEE International Conference on Computer Vision (ICCV2017), pp. 5039-5047, Venice, Italy, 2017. [pdf] [code]

[4] Guoli Song, Shuhui Wang, Qingming Huang, and Qi Tian, Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis, IEEE International Conference on Computer Vision (ICCV2015), pp. 4050-4058, Santiago, Chile, 2015. [pdf] [code]

[5] Guoli Song, Shuhui Wang, and Qi Tian, Fusing feature and similarity for multimodal search, IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP2015), pp. 787-791,  Chengdu, China, 2015. [pdf]




视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
  • Valse

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