Publications

Found 32 results
Author Title [ Type(Desc)] Year
Filters: Author is Stella X. Yu  [Clear All Filters]
Conference Paper
Maire, M., Narihira T., & Yu S. X. (2016).  Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Yu, S. X. (2012).  Angular Embedding: A Robust Quadratic Criterion. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 34(1), 158-173.
Virtue, P., Yu S. X., & Lustig M. (2017).  Better than Real: Complex-valued Neural Networks for MRI Fingerprinting. Proceedings of the International Conference on Image Processing 2017.
Yu, S. X., & Zipser K. (2016).  A Deep Neural Net Trained for Person Categorization Develops Both Detailed Local Features and Broad Contexual Specificities. Poster at Vision Sciences Society Annual Meeting.
Narihira, T., Maire M., & Yu S. X. (2015).  Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression. Proceedings of International Conference on Computer Vision.
Zipser, K., Yu S. X., & Olshausen B. A. (2015).  Figure-Ground Organization Emerges in a Deep Net with a Feedback Loop.
Peng, X., Hoffman J., Yu S. X., & Saenko K. (2016).  Fine-to-Coarse Knowledge Transfer for Low-Res Image Classification. Proceedings of International Conference on Image Processing.
Zhou, T., Lee Y. Jae, Yu S. X., & Efros A. A. (2015).  FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences.
Sun, B., Peng X., Yu S. X., & Saenko K. (2017).  Ground2Sky Label Transfer for Fine-grained Aerial Car Recognition. Proceedings of the International Conference on Image Processing 2017.
Maire, M., Yu S. X., & Perona P. (2013).  Hierarchical Scene Annotation.
Narihira, T., Maire M., & Yu S. X. (2015).  Learning Lightness from Human Judgement on Relative Reflectance.
Jiang, H., Yu S. X., & Martin D. R. (2011).  Linear Scale and Rotation Invariant Matching. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 33(7), 1339-1355.
Ke, T-W., Yu S. X., & Whitney D. (2017).  Mooney Face Classification and Prediction by Learning across Tone. Proceedings of the International Conference on Image Processing 2017.
Ke, T-W., Yu S. X., & Whitney D. (2017).  Mooney Faces from Photos. Proceedings of the Vision Sciences Society Annual Meeting.
Maire, M., Yu S. X., & Perona P. (2011).  Object Detection and Segmentation from Joint Embedding of Parts and Pixels. Proceedings of International Conference on Computer Vision.
Suchan, J., Bhatt M., & Yu S. X. (2016).  The Perception of Symmetry in the Moving Image -- Multi-Level Computational Analysis of Cinematographic Scene Structure and Its Visual Reception. Proceedings of ACM Symposium on Applied Perception.
Bernardis, E., & Yu S. X. (2011).  Pop Out Many Small Structures from a Very Large Microscopic Image. Medical Image Analysis. 690-707.
Zhang, W., Yu S. X., & Teng S-H. (2012).  Power SVM: Generalization with Exemplar Classification Uncertainty. 2144-2151.
Maire, M., & Yu S. X. (2013).  Progressive Multigrid Eigensolvers for Multiscale Spectral Segmentation.
Maire, M., Yu S. X., & Perona P. (2014).  Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling.
Amirshahi, S. Ali, Anoosheh A., Yu S. X., Suchan J., Schultz C., & Bhatt M. (2017).  Symmetry in the Eye of the Beholder . Proceedings of Vision Sciences Society Annual Meeting.
Journal Article
Pathak, D., Kraehenbuehl P., Yu S. X., & Darrell T. (2015).  Constrained Structured Regression with Convolutional Neural Networks. CoRR. abs/1511.07497,
Amirshahi, S. Ali, Pedersen M., & Yu S. X. (2016).  Image Quality Assessment by Comparing CNN Features Between Images. Journal of Imaging Science and Technology.
Miscellaneous
Bertasius, G., Yu S. X., Park H. Soo, & Shi J. (2016).  Am I a Baller? Basketball Skill Assessment using First-Person Cameras.
Bertasius, G., Torresani L., Yu S. X., & Shi J. (2016).  Convolutional Random Walk Networks for Semantic Image Segmentation.

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