
My research lies at the intersection of computational mathematics and machine learning for applications to large-scale real world problems.
Keywords: Computational Mathematics Inverse problems
Computer Vision
Medical Image Analysis
Robotics
Machine Learning.
Publications
Tuning-free plug-and-play proximal algorithm for inverse imaging problems
– 37th International Conference on Machine Learning, ICML 2020
(2020)
PartF168147-14,
10089
Controllable Image Processing via Adaptive FilterBank Pyramid
– IEEE Transactions on Image Processing
(2020)
29,
8043
(DOI: 10.1109/TIP.2020.3009844)
Mirror, Mirror, on the Wall, Who's Got the Clearest Image of Them All? - A Tailored Approach to Single Image Reflection Removal
– IEEE Trans Image Process
(2019)
28,
6185
(DOI: 10.1109/tip.2019.2923559)
GraphX $^\mathbf{\small NET } -$ N E T - Chest X-Ray Classification Under Extreme Minimal Supervision
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2019)
11769,
504
(DOI: 10.1007/978-3-030-32226-7_56)
RainFlow: Optical flow under rain streaks and rain veiling effect
– Proceedings of the IEEE International Conference on Computer Vision
(2019)
2019-October,
7303
(DOI: 10.1109/iccv.2019.00740)
Semi-supervised Learning with Graphs: Covariance Based Superpixels For Hyperspectral Image Classification
– 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019)
(2019)
00,
592
(DOI: 10.1109/IGARSS.2019.8898189)
ReTouchImg: Fusioning from-local-to-global context detection and graph data structures for fully-automatic specular reflection removal for endoscopic images
– Computerized Medical Imaging and Graphics
(2019)
73,
39
Multi-tasking to Correct: Motion-Compensated MRI via Joint Reconstruction and Registration
– SCALE SPACE AND VARIATIONAL METHODS IN COMPUTER VISION, SSVM 2019
(2019)
11603 LNCS,
263
(DOI: 10.1007/978-3-030-22368-7_21)
Sensory Substitution for Force Feedback Recovery: A Perception Experimental Study
– ACM Transactions on Applied Perception
(2018)
15,
1
(DOI: 10.1145/3176642)
Sliding to predict: vision-based beating heart motion estimation by modeling temporal interactions.
– International journal of computer assisted radiology and surgery
(2018)
13,
353
(DOI: 10.1007/s11548-018-1702-1)
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