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ORCIDGustavo K. Rohde
Gustavo Kunde Rohde
Person information
- affiliation: University of Virginia, Charlottesville, VA, USA
- affiliation: Carnegie Mellon University, Pittsburgh, USA
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Books and Theses
- 2005
[b1]Gustavo Kunde Rohde:
Registration Methods for Quantitative Imaging. University of Maryland, College Park, MD, USA, 2005
Journal Articles
- 2024
- [j38]Mohamed Abul Hassan
, Xuwang Yin, Yan Zhuang, Chad M. Aldridge, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde:
A Digital Camera-Based Eye Movement Assessment Method for NeuroEye Examination. IEEE J. Biomed. Health Informatics 28(2): 655-665 (2024) - 2023
- [j37]Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde:
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. Pattern Recognit. 137: 109268 (2023) - [j36]Mohamed Abul Hassan, Chad M. Aldridge, Yan Zhuang, Xuwang Yin, Timothy McMurry, Gustavo K. Rohde, Andrew M. Southerland:
Approach to Quantify Eye Movements to Augment Stroke Diagnosis With a Non-Calibrated Eye-Tracker. IEEE Trans. Biomed. Eng. 70(6): 1750-1757 (2023) - 2021
- [j35]Ke Wang, Gustavo K. Rohde, Jian Xiao:
Edge feature enhancement approach using hilbert transform of Cauchy distribution and its applications. IET Image Process. 15(12): 2891-2909 (2021) - [j34]Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde:
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification. J. Math. Imaging Vis. 63(9): 1185-1203 (2021) - [j33]Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde:
Reply to Roemer and Guermazi: Early biochemical changes on MRI can predict risk of symptomatic progression. Proc. Natl. Acad. Sci. USA 118(11): e2024679118 (2021) - [j32]Yan Zhuang, Mark M. McDonald, Chad M. Aldridge, Mohamed Abul Hassan, Omar Uribe, Daniel Arteaga, Andrew M. Southerland, Gustavo K. Rohde:
Video-Based Facial Weakness Analysis. IEEE Trans. Biomed. Eng. 68(9): 2698-2705 (2021) - 2020
- [j31]Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde:
Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning. Proc. Natl. Acad. Sci. USA 117(40): 24709-24719 (2020) - [j30]Soheil Kolouri, Xuwang Yin, Gustavo K. Rohde:
Neural Networks, Hypersurfaces, and the Generalized Radon Transform [Lecture Notes]. IEEE Signal Process. Mag. 37(4): 123-133 (2020) - [j29]Yan Zhuang, Mark M. McDonald, Omar Uribe, Xuwang Yin, Dhyey Parikh, Andrew Southerland, Gustavo K. Rohde:
Facial Weakness Analysis and Quantification of Static Images. IEEE J. Biomed. Health Informatics 24(8): 2260-2267 (2020) - [j28]Abu Hasnat Mohammad Rubaiyat, Kyla M. Hallam, Jonathan M. Nichols, Meredith N. Hutchinson, Shiying Li, Gustavo K. Rohde:
Parametric Signal Estimation Using the Cumulative Distribution Transform. IEEE Trans. Signal Process. 68: 3312-3324 (2020) - 2019
- [j27]Miao Yang, Jintong Hu, Chongyi Li, Gustavo K. Rohde, Yixiang Du, Ke Hu:
An In-Depth Survey of Underwater Image Enhancement and Restoration. IEEE Access 7: 123638-123657 (2019) - [j26]Bruce A. Corliss, H. Clifton Ray, James T. Patrie, Jennifer Mansour, Sam Kesting, Janice H. Park, Gustavo K. Rohde, Paul A. Yates, Kevin A. Janes, Shayn M. Peirce:
CIRCOAST: a statistical hypothesis test for cellular colocalization with network structures. Bioinform. 35(3): 506-514 (2019) - [j25]Bruce A. Corliss, H. Clifton Ray, James T. Patrie, Jennifer Mansour, Sam Kesting, Janice H. Park, Gustavo K. Rohde, Paul A. Yates, Kevin A. Janes, Shayn M. Peirce:
CIRCOAST: a statistical hypothesis test for cellular colocalization with network structures. Bioinform. 35(4): 720-721 (2019) - [j24]Jonathan M. Nichols, Meredith N. Hutchinson, Nicole Menkart, Geoff A. Cranch, Gustavo Kunde Rohde:
Time Delay Estimation Via Wasserstein Distance Minimization. IEEE Signal Process. Lett. 26(6): 908-912 (2019) - [j23]Chi Liu, Yue Huang, John A. Ozolek, Matthew G. Hanna, Rajendra Singh, Gustavo K. Rohde:
SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection. IEEE J. Biomed. Health Informatics 23(1): 351-361 (2019) - [j22]Qi Qi, Yanlong Li, Jitian Wang, Han Zheng, Yue Huang, Xinghao Ding, Gustavo Kunde Rohde:
Label-Efficient Breast Cancer Histopathological Image Classification. IEEE J. Biomed. Health Informatics 23(5): 2108-2116 (2019) - 2018
- [j21]Shinjini Kundu, Soheil Kolouri, Kirk I. Erickson, Arthur F. Kramer, Edward McAuley, Gustavo K. Rohde:
Discovery and visualization of structural biomarkers from MRI using transport-based morphometry. NeuroImage 167: 256-275 (2018) - 2017
- [j20]Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev:
A Transportation Lp Distance for Signal Analysis. J. Math. Imaging Vis. 59(2): 187-210 (2017) - [j19]Soheil Kolouri, Se Rim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde:
Optimal Mass Transport: Signal processing and machine-learning applications. IEEE Signal Process. Mag. 34(4): 43-59 (2017) - [j18]Yue Huang, Han Zheng, Chi Liu, Xinghao Ding, Gustavo K. Rohde:
Epithelium-Stroma Classification via Convolutional Neural Networks and Unsupervised Domain Adaptation in Histopathological Images. IEEE J. Biomed. Health Informatics 21(6): 1625-1632 (2017) - 2016
- [j17]Soheil Kolouri, Akif Burak Tosun, John A. Ozolek, Gustavo K. Rohde:
A continuous linear optimal transport approach for pattern analysis in image datasets. Pattern Recognit. 51: 453-462 (2016) - [j16]Soheil Kolouri, Se Rim Park, Gustavo K. Rohde:
The Radon Cumulative Distribution Transform and Its Application to Image Classification. IEEE Trans. Image Process. 25(2): 920-934 (2016) - 2015
- [j15]Gregory R. Johnson, Jieyue Li, Aabid Shariff, Gustavo K. Rohde, Robert F. Murphy:
Automated Learning of Subcellular Variation among Punctate Protein Patterns and a Generative Model of Their Relation to Microtubules. PLoS Comput. Biol. 11(12) (2015) - [j14]Yanfeng Li, Houjin Chen, Gustavo Kunde Rohde, Chang Yao, Lin Cheng:
Texton analysis for mass classification in mammograms. Pattern Recognit. Lett. 52: 87-93 (2015) - [j13]Saurav Basu, Chi Liu, Gustavo Kunde Rohde:
Extraction of Individual Filaments from 2D Confocal Microscopy Images of Flat Cells. IEEE ACM Trans. Comput. Biol. Bioinform. 12(3): 632-643 (2015) - 2014
- [j12]Gustavo K. Rohde, Frank Bucholtz, Jonathan M. Nichols:
Maximum empirical likelihood estimation of time delay in independently and identically distributed noise. IET Signal Process. 8(7): 720-728 (2014) - [j11]John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang, Gustavo K. Rohde:
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning. Medical Image Anal. 18(5): 772-780 (2014) - [j10]Hu Huang, Akif Burak Tosun, Jia Guo, Cheng Chen, Wei Wang, John A. Ozolek, Gustavo K. Rohde:
Cancer diagnosis by nuclear morphometry using spatial information. Pattern Recognit. Lett. 42: 115-121 (2014) - 2013
- [j9]Wei Wang, Dejan Slepcev, Saurav Basu, John A. Ozolek, Gustavo K. Rohde:
A Linear Optimal Transportation Framework for Quantifying and Visualizing Variations in Sets of Images. Int. J. Comput. Vis. 101(2): 254-269 (2013) - [j8]Jia Guo, Hu Huang, Cheng Chen, Gustavo K. Rohde:
Optimized Nonlinear Discriminant Analysis (ONDA) for Supervised Pixel Classification. IEEE Signal Process. Lett. 20(12): 1155-1158 (2013) - 2011
- [j7]Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde:
A General System for Automatic Biomedical Image Segmentation Using Intensity Neighborhoods. Int. J. Biomed. Imaging 2011: 606857:1-606857:12 (2011) - [j6]Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde:
Penalized Fisher discriminant analysis and its application to image-based morphometry. Pattern Recognit. Lett. 32(15): 2128-2135 (2011) - [j5]Wei Wang, John A. Ozolek, Dejan Slepcev, Ann B. Lee, Cheng Chen, Gustavo K. Rohde:
An Optimal Transportation Approach for Nuclear Structure-Based Pathology. IEEE Trans. Medical Imaging 30(3): 621-631 (2011) - 2009
- [j4]Gustavo K. Rohde, Akram Aldroubi, Dennis M. Healy Jr.:
Interpolation Artifacts in Sub-Pixel Image Registration. IEEE Trans. Image Process. 18(2): 333-345 (2009) - 2005
- [j3]Gustavo K. Rohde, Alan S. Barnett, Peter J. Basser, Carlo Pierpaoli:
Estimating intensity variance due to noise in registered images: Applications to diffusion tensor MRI. NeuroImage 26(3): 673-684 (2005) - [j2]Gustavo K. Rohde, Benoit M. Dawant, Shien-Fong Lin:
Correction of motion artifact in cardiac optical mapping using image registration. IEEE Trans. Biomed. Eng. 52(2): 338-341 (2005) - 2003
- [j1]Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant:
The Adaptive Bases Algorithm for Intensity Based Nonrigid Image Registration. IEEE Trans. Medical Imaging 22(11): 1470-1479 (2003)
Conference and Workshop Papers
- 2022
- [c46]Xuwang Yin, Shiying Li, Gustavo K. Rohde:
Learning Energy-Based Models with Adversarial Training. ECCV (5) 2022: 209-226 - [c45]Abu Hasnat Mohammad Rubaiyat, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Gustavo K. Rohde:
Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification. ICASSP 2022: 3508-3512 - [c44]Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Aanalysis. TAG-ML 2022: 216-225 - 2021
- [c43]Mohamed Abul Hassan, Xuwang Yin, Yan Zhuang, Chad M. Aldridge, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde:
A Pilot Study on Video-based Eye Movement Assessment of the NeuroEye Examination. BHI 2021: 1-4 - [c42]Soheil Kolouri, Navid Naderializadeh, Gustavo K. Rohde, Heiko Hoffmann:
Wasserstein Embedding for Graph Learning. ICLR 2021 - 2020
- [c41]Yan Zhuang, Mohamed Hassan, Chad M. Aldridge, Xuwang Yin, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde:
Poster: A Pilot Study On Camera-based Neurological Deficit Detection. CHASE 2020: 16-17 - [c40]Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde:
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification. ICLR 2020 - 2019
- [c39]Yan Zhuang, Omar Uribe, Mark M. McDonald, Xuwang Yin, Dhyey Parikh, Andrew Southerland, Gustavo K. Rohde:
F-DIT-V: An Automated Video Classification Tool for Facial Weakness Detection. BHI 2019: 1-4 - [c38]Soheil Kolouri, Phillip E. Pope, Charles E. Martin, Gustavo K. Rohde:
Sliced Wasserstein Auto-Encoders. ICLR (Poster) 2019 - [c37]Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde:
Generalized Sliced Wasserstein Distances. NeurIPS 2019: 261-272 - 2018
- [c36]Soheil Kolouri, Gustavo K. Rohde, Heiko Hoffmann:
Sliced Wasserstein Distance for Learning Gaussian Mixture Models. CVPR 2018: 3427-3436 - [c35]Yan Zhuang, Omar Uribe, Mark M. McDonald, Iris Lin, Daniel Arteaga, William Dalrymple, Bradford Worrall, Andrew Southerland, Gustavo K. Rohde:
Pathological facial weakness detection using computational image analysis. ISBI 2018: 261-264 - [c34]Juhun Lee, Robert M. Nishikawa, Gustavo K. Rohde:
Detecting mammographically-occult cancer in women with dense breasts using Radon Cumulative Distribution Transform: a preliminary analysis. Medical Imaging: Computer-Aided Diagnosis 2018: 1057508 - [c33]Cailey E. Fitzgerald, Liam Cattell, Gustavo K. Rohde:
Training classifiers with limited data using the Radon cumulative distribution transform. Medical Imaging: Image Processing 2018: 105742P - 2017
- [c32]Liam Cattell, Craig H. Meyer, Frederick H. Epstein, Gustavo K. Rohde:
Reconstructing high-resolution cardiac MR movies from under-sampled frames. ACSSC 2017: 1255-1259 - [c31]Yue Huang, Han Zheng, Chi Liu, Gustavo K. Rohde, Delu Zeng, Jiaqi Wang, Xinghao Ding:
Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning. ICASSP 2017: 1073-1077 - 2016
- [c30]Soheil Kolouri, Yang Zou, Gustavo K. Rohde:
Sliced Wasserstein Kernels for Probability Distributions. CVPR 2016: 5258-5267 - [c29]Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde:
Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis. LABELS/DLMIA@MICCAI 2016: 219-227 - 2015
- [c28]Soheil Kolouri, Gustavo K. Rohde:
Transport-based single frame super resolution of very low resolution face images. CVPR 2015: 4876-4884 - [c27]Soheil Kolouri, Dejan Slepcev, Gustavo K. Rohde:
A symmetric deformation-based similarity measure for shape analysis. ISBI 2015: 314-318 - 2014
- [c26]Soheil Kolouri, Saurav Basu, Gustavo K. Rohde:
Learning and visualizing statistical relationships between protein distributions from microscopy images. ISBI 2014: 381-384 - [c25]Akif Burak Tosun, Oleksandr Yergiyev, Soheil Kolouri, Jan F. Silverman, Gustavo K. Rohde:
Novel computer-aided diagnosis of mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens. Medical Imaging: Digital Pathology 2014: 90410Z - [c24]Soheil Kolouri, Gustavo K. Rohde:
Quantifying and visualizing variations in sets of images using continuous linear optimal transport. Medical Imaging: Image Processing 2014: 903438 - 2013
- [c23]Gustavo Kunde Rohde:
New methods for quantifying and visualizing information from images of cells: An overview. EMBC 2013: 121-124 - 2012
- [c22]Gustavo K. Rohde, Wei Wang, Saurav Basu, Dejan Slepcev:
A linear transport-based embedding method for analyzing biomedical images. ACSCC 2012: 1593-1596 - [c21]Cheng Chen, Wei Wang, John A. Ozolek, Nuno Lages, Steven J. Altschuler, Lani F. Wu, Gustavo K. Rohde:
A template matching approach for segmenting microscopy images. ISBI 2012: 768-771 - 2011
- [c20]Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde:
Characterizing morphology differences from image data using a modified fisher criterion. ISBI 2011: 129-132 - [c19]Aabid Shariff, Robert F. Murphy, Gustavo K. Rohde:
Automated estimation of microtubule model parameters from 3-D live cell microscopy images. ISBI 2011: 1330-1333 - [c18]Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde:
A pixel classification system for segmenting biomedical images using intensity neighborhoods and dimension reduction. ISBI 2011: 1649-1652 - 2010
- [c17]Wei Wang, Cheng Chen, Tao Peng, Dejan Slepcev, John A. Ozolek, Gustavo K. Rohde:
A graph-based method for detecting characteristic phenotypes from biomedical images. ISBI 2010: 129-132 - 2009
- [c16]Tao Peng, Wei Wang, Gustavo K. Rohde, Robert F. Murphy:
Instance-Based Generative Biological Shape Modeling. ISBI 2009: 690-693 - 2008
- [c15]Christina A. Hallock, Inci Ozgunes, Ramamurthy Bhagavatula, Gustavo K. Rohde, Justin C. Crowley, Christina E. Onorato, Abhay Mavalankar, Amina Chebira, Chuen Hwa Tan, Markus Püschel, Jelena Kovacevic:
Axonal bouton modeling, detection and distribution analysis for the study of neural circuit organization and plasticity. ISBI 2008: 165-168 - [c14]Gustavo K. Rohde, Wei Wang, Tao Peng, Robert F. Murphy:
Deformation-based nonlinear dimension reduction: Applications to nuclear morphometry. ISBI 2008: 500-503 - [c13]Amina Chebira, John A. Ozolek, Carlos A. Castro, William G. Jenkinson, Mukta Gore, Ramamurthy Bhagavatula, Irina Khaimovich, Shauna E. Ormon, Christopher S. Navara, Meena Sukhwani, Kyle E. Orwig, Ahmi Ben-Yehudah, Gerald Schatten, Gustavo K. Rohde, Jelena Kovacevic:
Multiresolution identification of germ layer components in teratomas derived from human and nonhuman primate embryonic stem cells. ISBI 2008: 979-982 - 2007
- [c12]Dennis M. Healy Jr., Gustavo K. Rohde:
Fast Global Image Registration Using Random Projections. ISBI 2007: 476-479 - [c11]Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi:
Interpolation Artifacts in Biomedical Image Registration. ISBI 2007: 648-651 - 2006
- [c10]Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi, Daniel N. Rockmore:
Stochastic Analysis of Geometric Image Processing Using B-Splines. ICASSP (5) 2006: 1017-1020 - [c9]Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi:
Measuring image similarity to sub-pixel accuracy. ISBI 2006: 638-641 - [c8]Jay B. West, Calvin R. Maurer Jr., John R. Dooley, Gustavo K. Rohde:
Deformable registration of abdominal CT images: tissue stiffness constraints using B-splines. Medical Imaging: Image Processing 2006: 61440W - 2005
- [c7]Lin-Ching Chang, Gustavo Kunde Rohde, Carlo Pierpaoli:
An automatic method for estimating noise-induced signal variance in magnitude-reconstructed magnetic resonance images. Medical Imaging: Image Processing 2005 - [c6]Gustavo Kunde Rohde, Alan S. Barnett, Peter J. Basser, Carlo Pierpaoli:
Estimating intensity variance due to noise in registered images. Medical Imaging: Image Processing 2005 - [c5]Gustavo Kunde Rohde, Carlos Alberto Berenstein, Dennis M. Healy:
Measuring image similarity in the presence of noise. Medical Imaging: Image Processing 2005 - 2004
- [c4]Gustavo K. Rohde, Sinisa Pajevic, Carlo Pierpaoli:
Multi-Channel Registration of Diffusion Tensor Images Using Directional Information. ISBI 2004: 712-715 - 2003
- [c3]Gustavo K. Rohde, Sinisa Pajevic, Carlo Pierpaoli, Peter J. Basser:
A Comprehensive Approach for Multi-channel Image Registration. WBIR 2003: 214-223 - 2002
- [c2]Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant:
Adaptive-bases algorithm for nonrigid image registration. Medical Imaging: Image Processing 2002 - 2001
- [c1]Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant:
Adaptive free-form deformation for interpatient medical image registration. Medical Imaging: Image Processing 2001
Informal and Other Publications
- 2024
- [i27]Mohammad Shifat-E.-Rabbi, Naqib Sad Pathan, Shiying Li, Yan Zhuang, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Linear optimal transport subspaces for point set classification. CoRR abs/2403.10015 (2024) - 2023
- [i26]Mohammad Shifat-E.-Rabbi, Abu Hasnat Mohammad Rubaiyat, Yan Zhuang, Gustavo K. Rohde:
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection. CoRR abs/2302.01459 (2023) - [i25]Le Gong, Shiying Li, Naqib Sad Pathan, Mohammad Shifat-E.-Rabbi, Gustavo K. Rohde, Abu Hasnat Mohammad Rubaiyat, Sumati Thareja:
The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images. CoRR abs/2307.15339 (2023) - [i24]Abu Hasnat Mohammad Rubaiyat, Duy H. Thai, Jonathan M. Nichols, Meredith N. Hutchinson, Samuel P. Wallen, Christina J. Naify, Nathan Geib, Michael R. Haberman, Gustavo K. Rohde:
System Identification Using the Signed Cumulative Distribution Transform In Structural Health Monitoring Applications. CoRR abs/2308.12259 (2023) - [i23]Rocio Diaz Martin, Ivan Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri:
LCOT: Linear circular optimal transport. CoRR abs/2310.06002 (2023) - 2022
- [i22]Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde:
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. CoRR abs/2201.02980 (2022) - [i21]Yan Zhuang, Shiying Li, Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition. CoRR abs/2202.10642 (2022) - [i20]Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Gustavo K. Rohde:
End-to-End Signal Classification in Signed Cumulative Distribution Transform Space. CoRR abs/2205.00348 (2022) - [i19]Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis. CoRR abs/2206.01984 (2022) - [i18]Sumati Thareja, Gustavo K. Rohde, Rocio Diaz Martin, Ivan Medri, Akram Aldroubi:
Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals. CoRR abs/2207.07989 (2022) - 2021
- [i17]Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Gustavo K. Rohde, Sumati Thareja:
The Signed Cumulative Distribution Transform for 1-D Signal Analysis and Classification. CoRR abs/2106.02146 (2021) - 2020
- [i16]Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde:
Radon cumulative distribution transform subspace modeling for image classification. CoRR abs/2004.03669 (2020) - [i15]Soheil Kolouri, Navid Naderializadeh, Gustavo K. Rohde, Heiko Hoffmann:
Wasserstein Embedding for Graph Learning. CoRR abs/2006.09430 (2020) - [i14]Akram Aldroubi, Shiying Li, Gustavo K. Rohde:
Partitioning signal classes using transport transforms for data analysis and machine learning. CoRR abs/2008.03452 (2020) - [i13]Xuwang Yin, Shiying Li, Gustavo K. Rohde:
Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection. CoRR abs/2012.06568 (2020) - 2019
- [i12]Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde:
Generalized Sliced Wasserstein Distances. CoRR abs/1902.00434 (2019) - [i11]Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde:
Divide-and-Conquer Adversarial Detection. CoRR abs/1905.11475 (2019) - [i10]Soheil Kolouri, Xuwang Yin, Gustavo K. Rohde:
Neural Networks, Hypersurfaces, and Radon Transforms. CoRR abs/1907.02220 (2019) - 2018
- [i9]Liam Cattell, Gustavo K. Rohde:
Transport-Based Pattern Theory: A Signal Transformation Approach. CoRR abs/1802.07163 (2018) - [i8]Soheil Kolouri, Charles E. Martin, Gustavo K. Rohde:
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model. CoRR abs/1804.01947 (2018) - 2017
- [i7]Shinjini Kundu, Soheil Kolouri, Kirk I. Erickson, Arthur F. Kramer, Edward McAuley, Gustavo K. Rohde:
Discovery and visualization of structural biomarkers from MRI using transport-based morphometry. CoRR abs/1705.04919 (2017) - [i6]Soheil Kolouri, Gustavo K. Rohde, Heiko Hoffmann:
Sliced Wasserstein Distance for Learning Gaussian Mixture Models. CoRR abs/1711.05376 (2017) - 2016
- [i5]Soheil Kolouri, Serim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde:
Transport-based analysis, modeling, and learning from signal and data distributions. CoRR abs/1609.04767 (2016) - [i4]Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev:
A Transportation Lp Distance for Signal Analysis. CoRR abs/1609.08669 (2016) - 2015
- [i3]Se Rim Park, Soheil Kolouri, Shinjini Kundu, Gustavo K. Rohde:
The Cumulative Distribution Transform and Linear Pattern Classification. CoRR abs/1507.05936 (2015) - [i2]Soheil Kolouri, Yang Zou, Gustavo K. Rohde:
Sliced Wasserstein Kernels for Probability Distributions. CoRR abs/1511.03198 (2015) - [i1]Soheil Kolouri, Se Rim Park, Gustavo K. Rohde:
The Radon cumulative distribution transform and its application to image classification. CoRR abs/1511.03206 (2015)
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last updated on 2024-04-25 01:15 CEST by the dblp team
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