Jie Song,Ph.D


Laboratory of Visual Intelligence and Pattern Analysis
Computer Science Department
Zhejiang University

Office Room 404, Guangbiao Cao West Building
Email sjie AT zju.edu.cn

Biography


Currently I am a fourth-year Ph.D. student of Department of Computer Science and Technology in Zhejiang University and a member of VIPA Group, led by professor Mingli Song.

I received my B.Sc. degree in Computer Science and Technology in June 2015 from Sichuan University. In September 2015, I was admitted to study for a Ph.D. degree in Zhejiang University without entrance examination.

Research Interest


Currently my research interests include: Deep Learning, Meta Learning, Zero/Few-Shot learning, Transfer Learning.

Awards & Honors


Outstanding Graduate Student, 2018

Publications


Song J, Shen C, Yang Y, et al. Transductive Unbiased Embedding for Zero-Shot Learning[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 1024-1033. (CVPR 2018)

Song J, Shen C, Lei J, et al. Selective Zero-Shot Classification with Augmented Attributes[C]//Proceedings of the European Conference on Computer Vision (ECCV). 2018: 468-483. (ECCV 2018)

Shen C, Song J, Song S, et al. Intra-class Structure Aware Networks for Screen Defect Detection[C]//International Conference on Neural Information Processing. Springer, Cambodia, 2018 (ICONIP 2018)

Sun L, Song J, Hua C, et al. Value-Aware Resampling and Loss for Imbalanced Classification[C]//Proceedings of the 2nd International Conference on Computer Science and Application Engineering. ACM, 2018: 21. (CSAE 2018)

Song J, Shen Y, Jing Y, et al. Towards Deeper Insights into Deep Learning from Imbalanced Data[C]//CCF Chinese Conference on Computer Vision. Springer, Singapore, 2017: 674-684. (CCCV 2017)

雷杰, 高鑫, 宋杰, 等. 深度网络模型压缩综述[J]. Journal of Software, 2018, 29(2).