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Yunsheng Li

Department of Electrical and Computer Engineering,
University of California, San Diego
9500 Gilman Drive, Mail code 0409
La Jolla, CA 92093-0409

EBU 1, Room 4604

Email: yul554@eng.ucsd.edu
Phone: (858) 247-9813


Bio:

I am currently a Ph.D student at Statistical Visual Computing Lab, Department of Electrical and Computer Engineering at University of California, San Diego (UCSD), under the supervision of Prof. Nuno Vasconcelos. Before I start my Ph.D program, I get my Master Degree in SVCL in 2017.

Research:

My current research is about computer vision especially about transfer learning and multi-task learning. The target is to use a well pretrained model for other tasks with or without supervision and build the bridge between different domains. Currently, I focus on the problem about unsupervised domain adaptation for semantic segmentation and multi-domain learning for several classification datasets.

Publications:

Deep scene image classification with the mfafvnet
Yunsheng Li, Mandar Dixit, Nuno Vasconcelos
International Conference on Computer Vision (ICCV)
Venice, Italy, 2017
[ pdf | BibTex ]

Bidirectional Learning for Domain Adaptation of Semantic Segmentation
Yunsheng Li, Lu Yuan, Nuno Vasconcelos
International Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, US, 2019
[ pdf | BibTex | Code]

Efficient Multi-Domain Learning by Covariance Normalization
Yunsheng Li Nuno Vasconcelos
International Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, US, 2019
[ pdf | BibTex | Code ]

Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes
Mandar Dixit, Yunsheng Li, Nuno Vasconcelos
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
| pdf | BibTex]

Last update: July, 2018





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