Yang, Shulin (Lynn)
Ph.D
Department of Computer Science and Engineering
University of Washington
Office: Paul G. Allen Center, Room 618
Email: my_last_name [at] cs.washington.edu
Research Interest
My research interests include machine learning and computer vision. Specifically, I am interested in
feature engineering, feature learning, and the exploit of feature/variable relationship and structure.
Education
Ph.D in Computer Science, University of Washington
M.S. in Computer Science, University of Washington
B.S. in Computer Science, Fudan University
Publications
Supervised Semantic Gradient Extraction Using Linear Optimization
S. Yang, J. Wang, L. G. Shapiro
[CVPR'13] 2013 IEEE Conference on Computer Vision and Pattern Recognition;
Unsupervised Template Learning for Fine-Grained Object Recognition
S. Yang, L. Bo, J. Wang, L. G. Shapiro
[NIPS'12] 2012 Neural Information Processing Systems;
Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models
S. Yang, L. G. Shapiro, M. L. Cunningham, M. Speltz, C. Birgfeld, I. Atmosukarto, S. I. Lee
Proceeding of the MICCAI Workshop on Medical Content Based Retrieval for Clinical Decision Support, 2012
Best Paper Award;
Structure Learning for Optimization
S. Yang, A. Rahimi
[NIPS'11] 2011 Neural Information Processing Systems;
Classification and Feature Selection for Craniosynostosis
S. Yang, L. G. Shapiro, M. L. Cunningham, M. Speltz, S. I. Lee
[ACM-BCB'11] (Oral) 2011 ACM Conference on Bioinformatics, Computational Biology and Biomedicine;
Food Recognition Using Statistics of Pairwise Local
S. Yang, M. Chen, D. Pomerleau, R. Sukthankar
[CVPR'10] (Oral [Slides, Video]) 2010 IEEE Conference on Computer Vision and Pattern Recognition;
A Model of Multimodal Fusion for Medical Applications
S. Yang, I. Atmosukarto, J. Franklin, J. F. Brinkley, D. Suciu, L. G. Shapiro
21st Annual IS&T/SPIE Symposium on Electronic Imaging, 2009 (Oral);
Active Sketch for Finding Primary Structures in Images
S. Yang, C. Xu, Q. Lei
IDEAL 06;
Contour Grouping: Focusing on Image Patches Around Edges
S. Yang, C. Xu
VSMM 06.
Projects
Fine-grained object recognition
Automatic parameter tuning