Publications

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Image to Image Translation for Domain Adaptation - Preprint

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Sliced Wasserstein Distance for Learning Gaussian Mixture Models

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Joint Dictionaries for Zero-Shot Learning - Accepted to AAAI'18

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Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition - Preprint

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Zero Shot Learning via Multi-Scale Manifold Regularization - CVPR 2017

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Explaining Distributed Neural Activations via Unsupervised Learning - CVPRW 2017

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Automatic Tactical Adjustment in Real-time; Modeling Adversary Formations with Radon-Cumulative Distribution Transform and Canonical Correlation Analysis - CVPRW 2017

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Optimal Mass Transport: Signal processing and machine-learning applications - IEEE Signal Process Mag. 2017

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Discovery and visualization of structural biomarkers from MRI using transport-based morphometry - Accepted to NeuroImage

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A Transportation $L^p$ Distance for Signal Analysis - J. Math. Imaging Vision 2017

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The Cumulative Distribution Transform and Linear Pattern Classification - ACHA 2017

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Sliced Wasserstein Kernels for Probability Distributions - CVPR 2016

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A Continuous Linear Optimal Transport Approach for Pattern Analysis in Image Datasets - PR 2016

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The Radon cumulative distribution transform and its application to image classification - TIP 2016

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Quantification of Respiratory Laryngeal Morphometry: Comparison of Laryngeal Lumen Angle Estimate Methods - Journal of Voice 2015

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Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images - CVPR 2015

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PCA-Based Super-Resolution in Transport Space - OSA 2015

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Detection of Malignant Mesothelioma Using Nuclear Structure of Mesothelial Cells in Effusion Cytology Specimens - Cytometry 2015

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A symmetric deformation-based similarity measure for shape analysis - ISBI 2015

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Temporal information inference from static high-content fluorescent microscopy - NEBEC 2014

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Learning and visualizing statistical relationships between protein distributions from microscopy images - ISBI 2014

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Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter - TGRS 2014

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Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning - MIA 2014

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Quantifying and visualizing variations in sets of images using continuous linear optimal transport - SPIE 2014

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Detecting and visualizing cell phenotype differences from microscopy images using transport-based morphometry - PNAS 2014

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A statistical-based approach for acoustic tomography of the atmosphere - JASA 2014

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