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Qilin Zhang |
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I am currently a Lead Research Engineer in the Content Engineering team at HERE Technologies.
Previously, I graduated with a Ph.D. in Computer Science from Stevens Institute of Technology, Hoboken, NJ in the summer of 2016. During my Ph.D. studies, I worked in areas such as Machine Learning (including Deep Learning, CNNs), multimedia signal processing and Computer Vision.
Prior to attending Stevens, I received my Bachelor of Engineering from University of Science and Technology of China and my Master of Science from University of Florida.
As a passionate engineer and researcher, I appreciate the opportunities to build a network with innovative individuals who share the interests in Machine Learning, Deep Learning and Computer Vision.
A full list of my publications could be found here.
Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", in Proc. IEEE International Conference in Computer Vision (ICCV 2019), Seoul, Korea, Oct. 27-Nov. 2, 2019. [Link], [PDF], [BibTex]
Zhanning Gao, Le Wang, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, “Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos”, In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19), January 27 - February 1, 2019, Honolulu, Hawaii, USA. (oral presentation) [Link], [PDF], [BibTex]
Huang, Jie, Wengang Zhou, Qilin Zhang, Houqiang Li, and Weiping Li "Video-based Sign Language Recognition without Temporal Segmentation." In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-18), Feb. 2-7, 2018, New Orleans, Louisiana, USA. [Link], [arXiv], [PDF], [BibTeX]
Zhang, Qilin, and Gang Hua. "Multi-view visual recognition of imperfect testing data." In Proceedings of the 23rd ACM international conference on Multimedia, pp. 561-570. ACM, 2015. (oral presentation) [Link], [PDF], [BibTeX]
Ziyi Liu, Le Wang, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks", IEEE Transactions on Image Processing, vol. 27, no. 12, pp. 5840-5853, Dec. 2018. [Link], [PDF], [BibTeX]
Abeida, Habti, Qilin Zhang, Jian Li, and Nadjim Merabtine. "Iterative sparse asymptotic minimum variance based approaches for array processing." IEEE Transactions on Signal Processing 61, no. 4 (2013): 933-944. [Link], [arXiv], [PDF], [Code Zip], [BibTeX]
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