Publications
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). Spatial Transformer for 3D Point Clouds.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
(2021). SegSort: Segmentation by Discriminative Sorting of Segments.
Proceedings of the International Conference on Computer Vision.
(2019).
(2013).
(2012).
Pop Out Many Small Structures from a Very Large Microscopic Image.
Medical Image Analysis. 690-707.
(2011). 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.
(2016). Object Detection and Segmentation from Joint Embedding of Parts and Pixels.
Proceedings of International Conference on Computer Vision.
(2011).
(2016).
Mooney Faces from Photos.
Proceedings of the Vision Sciences Society Annual Meeting.
(2017). Mooney Face Classification and Prediction by Learning across Tone.
Proceedings of the International Conference on Image Processing 2017.
(2017). Memory-efficient Learning for High-Dimensional MRI Reconstruction.
Proceedings of International Society for Magnetic Resonance in Medicine.
(2021). Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning.
Translational Vision Science and Technology. 10(4),
(2021).
(2015). Long-tailed Recognition by Routing Diverse Distribution-Aware Experts.
Proceedings of International Conference on Learning Representations.
(2021). Linear Scale and Rotation Invariant Matching.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 33(7), 1339-1355.
(2011).
(2016).