Publications
(2016).
(2015).
(2016).
(2016).
(2016).
(2016).
(2016).
Spatial Transformer for 3D Point Clouds.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
(2021). Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning.
Translational Vision Science and Technology. 10(4),
(2021). Image Quality Assessment by Comparing CNN Features Between Images.
Journal of Imaging Science and Technology.
(2016). Constrained Structured Regression with Convolutional Neural Networks.
CoRR. abs/1511.07497,
(2015). Visual Similarity from Optimizing Feature and Memory On A Hypersphere.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition .
(2019). Unsupervised Visual Attention and Invariance for Reinforcement Learning.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2021). Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2021). Unsupervised Discriminative Learning of Sounds for Audio Event Classification.
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing.
(2021). Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning.
Proceedings of International Conference on Learning Representations.
(2021). Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters.
Proceedings of AAAI Conference on Artificial Intelligence.
(2021). Symmetry in the Eye of the Beholder .
Proceedings of Vision Sciences Society Annual Meeting.
(2017). SurReal: Fr'echet Mean and Distance Transform for Complex-Valued Deep Learning.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019). SegSort: Segmentation by Discriminative Sorting of Segments.
Proceedings of the International Conference on Computer Vision.
(2019).
(2014).
(2013).
(2012). Pop Out Many Small Structures from a Very Large Microscopic Image.
Medical Image Analysis. 690-707.
(2011).