Publications
Adversarial Structure Matching for Structured Prediction Tasks.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019). Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2016). Angular Embedding: A Robust Quadratic Criterion.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 34(1), 158-173.
(2012). Better than Real: Complex-valued Neural Networks for MRI Fingerprinting.
Proceedings of the International Conference on Image Processing 2017.
(2017). A Deep Neural Net Trained for Person Categorization Develops Both Detailed Local Features and Broad Contexual Specificities.
Poster at Vision Sciences Society Annual Meeting.
(2016). Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression.
Proceedings of International Conference on Computer Vision.
(2015). Driving Scene Retrieval by Example from Large-Scale Data.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition .
(2019).
(2015). Fine-to-Coarse Knowledge Transfer for Low-Res Image Classification.
Proceedings of International Conference on Image Processing.
(2016).
(2015). Ground2Sky Label Transfer for Fine-grained Aerial Car Recognition.
Proceedings of the International Conference on Image Processing 2017.
(2017).
(2013). Large-Scale Long-Tailed Recognition in An Open World.
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
(2019).
(2015). Linear Scale and Rotation Invariant Matching.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 33(7), 1339-1355.
(2011). 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). Object Detection and Segmentation from Joint Embedding of Parts and Pixels.
Proceedings of International Conference on Computer Vision.
(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). Pop Out Many Small Structures from a Very Large Microscopic Image.
Medical Image Analysis. 690-707.
(2011).
(2012).
(2013).
(2014). 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).