Publications

Found 46 results
Author Title [ Type(Asc)] Year
Filters: Author is Stella X. Yu  [Clear All Filters]
Journal Article
Wang, J., Chakraborty R., & Yu S. X. (2021).  Spatial Transformer for 3D Point Clouds. IEEE Transactions on Pattern Analysis and Machine Intelligence.
Yeh, C-H., Yu S. X., & Lin M. C. (2021).  Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning. Translational Vision Science and Technology. 10(4), 
Amirshahi, S. Ali, Pedersen M., & Yu S. X. (2016).  Image Quality Assessment by Comparing CNN Features Between Images. Journal of Imaging Science and Technology.
Pathak, D., Kraehenbuehl P., Yu S. X., & Darrell T. (2015).  Constrained Structured Regression with Convolutional Neural Networks. CoRR. abs/1511.07497,
Conference Paper
Pan, X., Chakraborty R., & Yu S. X. (2019).  Visual Similarity from Optimizing Feature and Memory On A Hypersphere. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition .
Wang, X., Lian L., & Yu S. X. (2021).  Unsupervised Visual Attention and Invariance for Reinforcement Learning. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Wang, X., Liu Z., & Yu S. X. (2021).  Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Hornauer, S., Li K., Yu S. X., Ghaffarzadegan S., & Ren L. (2021).  Unsupervised Discriminative Learning of Sounds for Audio Event Classification. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing.
Ke, T-W., Hwang J-J., & Yu S. X. (2021).  Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning. Proceedings of International Conference on Learning Representations.
Wang, X., & Yu S. X. (2021).  Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters. Proceedings of AAAI Conference on Artificial Intelligence.
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.
Chakraborty, R., Wang J., & Yu S. X. (2019).  SurReal: Fr'echet Mean and Distance Transform for Complex-Valued Deep Learning. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Hwang, J-J., Yu S. X., Shi J., Collins M. D., Yang T-J., Zhang X., et al. (2019).  SegSort: Segmentation by Discriminative Sorting of Segments. Proceedings of the International Conference on Computer Vision.
Maire, M., Yu S. X., & Perona P. (2014).  Reconstructive Sparse Code Transfer for Contour Detection and Semantic Labeling.
Maire, M., & Yu S. X. (2013).  Progressive Multigrid Eigensolvers for Multiscale Spectral Segmentation.
Zhang, W., Yu S. X., & Teng S-H. (2012).  Power SVM: Generalization with Exemplar Classification Uncertainty. 2144-2151.
Bernardis, E., & Yu S. X. (2011).  Pop Out Many Small Structures from a Very Large Microscopic Image. Medical Image Analysis. 690-707.

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