Publications
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(2021). Long-tailed Recognition by Routing Diverse Distribution-Aware Experts.
Proceedings of International Conference on Learning Representations.
(2021). Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning.
Translational Vision Science and Technology. 10(4),
(2021). Memory-efficient Learning for High-Dimensional MRI Reconstruction.
Proceedings of International Society for Magnetic Resonance in Medicine.
(2021). Spatial Transformer for 3D Point Clouds.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
(2021). Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters.
Proceedings of AAAI Conference on Artificial Intelligence.
(2021). Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning.
Proceedings of International Conference on Learning Representations.
(2021). Unsupervised Discriminative Learning of Sounds for Audio Event Classification.
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing.
(2021). Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2021). Unsupervised Visual Attention and Invariance for Reinforcement Learning.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019). Adversarial Structure Matching for Structured Prediction Tasks.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019). Driving Scene Retrieval by Example from Large-Scale Data.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition .
(2019). Large-Scale Long-Tailed Recognition in An Open World.
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). SurReal: Fr'echet Mean and Distance Transform for Complex-Valued Deep Learning.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019). Visual Similarity from Optimizing Feature and Memory On A Hypersphere.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition .
(2017). Better than Real: Complex-valued Neural Networks for MRI Fingerprinting.
Proceedings of the International Conference on Image Processing 2017.
(2017). Ground2Sky Label Transfer for Fine-grained Aerial Car Recognition.
Proceedings of the International Conference on Image Processing 2017.
(2017). Mooney Face Classification and Prediction by Learning across Tone.
Proceedings of the International Conference on Image Processing 2017.
(2017). Mooney Faces from Photos.
Proceedings of the Vision Sciences Society Annual Meeting.
(2017). Symmetry in the Eye of the Beholder .
Proceedings of Vision Sciences Society Annual Meeting.
(2016). Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(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.