Soheil Kolouri

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Citations	4341	4175
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i10-index	45	43

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Gustavo Kunde RohdeUniversity of VirginiaVerified email at virginia.edu
Heiko HoffmannMagimine, LLCVerified email at magimine.com
Mohammad RostamiUniversity of Southern CaliforniaVerified email at seas.upenn.edu
Kyungnam KimHRL Laboratories, LLCVerified email at hrl.com
Praveen K. PillySenior Research Scientist, HRL LaboratoriesVerified email at hrl.com
Phillip E. PopeUniversity of Maryland, College ParkVerified email at cs.umd.edu
Matthew ThorpeLecturer in Applied Mathematics, University of ManchesterVerified email at manchester.ac.uk
Dejan SlepčevProfessor of Mathematical Sciences, Carnegie Mellon UniversityVerified email at math.cmu.edu
Hamed PirsiavashAssociate Professor at University of California, DavisVerified email at ucdavis.edu
Umut SimsekliINRIA - École Normale SupérieureVerified email at inria.fr
Kimia NadjahiPostdoctoral Fellow at MIT CSAILVerified email at mit.edu
Eric EatonUniversity of PennsylvaniaVerified email at cis.upenn.edu
David KriegmanProfessor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu
Ravi RamamoorthiProfessor of Computer Science, University of California, San DiegoVerified email at cs.ucsd.edu
Navid NaderiAlizadehAssistant Research Professor of Biostatistics & Bioinformatics, Duke UniversityVerified email at duke.edu
Shahin ShahrampourAssistant Professor, Northeastern UniversityVerified email at northeastern.edu
Javad MohammadiAssistant Professor, UT AustinVerified email at utexas.edu
Mahmood Azimi-SadjadiProfessor of Electrical and Computer Engineering, Colorado State UniversityVerified email at engr.colostate.edu
Vladimir BravermanVictor E. Cameron Professor of Computer Science, Rice UniversityVerified email at rice.edu
Stefano SoattoProfessor of Computer Science, UCLA; VP, AWSVerified email at ucla.edu

Soheil Kolouri

Computer Science, Vanderbilt University, Nashville, TN

Verified email at vanderbilt.edu - Homepage

Machine Learning Computer Vision Signal and Image Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Image to image translation for domain adaptation Z Murez, S Kolouri, D Kriegman, R Ramamoorthi, K Kim Proceedings of the IEEE conference on computer vision and pattern …, 2018	686	2018
Optimal mass transport: Signal processing and machine-learning applications S Kolouri, SR Park, M Thorpe, D Slepcev, GK Rohde IEEE signal processing magazine 34 (4), 43-59, 2017	449	2017
Explainability methods for graph convolutional neural networks PE Pope, S Kolouri, M Rostami, CE Martin, H Hoffmann Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	445	2019
Generalized sliced Wasserstein distances S Kolouri, K Nadjahi, U Simsekli, R Badeau, GK Rohde Neural Information Processing Systems, 2019	245	2019
Sliced Wasserstein auto-encoders S Kolouri, PE Pope, CE Martin, GK Rohde International Conference on Learning Representations, 2019	236*	2019
Deep transfer learning for few-shot SAR image classification M Rostami, S Kolouri, E Eaton, K Kim Remote Sensing 11 (11), 1374, 2019	190	2019
Universal litmus patterns: Revealing backdoor attacks in cnns S Kolouri, A Saha, H Pirsiavash, H Hoffmann Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	179	2020
Sliced Wasserstein kernels for probability distributions S Kolouri, Y Zou, GK Rohde Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016	171	2016
Sliced Wasserstein Distance for Learning Gaussian Mixture Models S Kolouri, GK Rohde, H Hoffmann IEEE Conference on Computer vision and pattern recognition, 3427-3436, 2018	134	2018
Transport-based single frame super resolution of very low resolution face images S Kolouri, GK Rohde Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015	109	2015
The radon cumulative distribution transform and its application to image classification S Kolouri, SR Park, GK Rohde IEEE transactions on image processing 25 (2), 920-934, 2015	89	2015
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning JA Ozolek, AB Tosun, W Wang, C Chen, S Kolouri, S Basu, H Huang, ... Medical image analysis 18 (5), 772-780, 2014	83	2014
Biological underpinnings for lifelong learning machines D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ... Nature Machine Intelligence 4 (3), 196-210, 2022	82	2022
A Transportation Distance for Signal Analysis M Thorpe, S Park, S Kolouri, GK Rohde, D Slepčev Journal of mathematical imaging and vision 59, 187-210, 2017	80	2017
Detecting and visualizing cell phenotype differences from microscopy images using transport-based morphometry S Basu, S Kolouri, GK Rohde Proceedings of the National Academy of Sciences 111 (9), 3448-3453, 2014	78	2014
Gat: Generative adversarial training for adversarial example detection and robust classification X Yin, S Kolouri, GK Rohde arXiv preprint arXiv:1905.11475, 2019	69*	2019
The cumulative distribution transform and linear pattern classification SR Park, S Kolouri, S Kundu, GK Rohde Applied and computational harmonic analysis 45 (3), 616-641, 2018	65	2018
Wasserstein embedding for graph learning S Kolouri, N Naderializadeh, GK Rohde, H Hoffmann International Conference on Learning Representations (ICLR), 2021	63	2021
Complementary learning for overcoming catastrophic forgetting using experience replay M Rostami, S Kolouri, PK Pilly Proceedings of the Twenty-Eighth International Joint Conference on …, 2019	61	2019
Statistical and topological properties of sliced probability divergences K Nadjahi, A Durmus, L Chizat, S Kolouri, S Shahrampour, U Şimşekli Neural Information Processing Systems, 2020	60	2020

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