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Soheil Kolouri
Soheil Kolouri
Assistant Professor of Computer Science, Vanderbilt University, Nashville, TN
Verified email at vanderbilt.edu - Homepage
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
4682018
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
296*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
1892019
Sliced Wasserstein auto-encoders
S Kolouri, PE Pope, CE Martin, GK Rohde
International Conference on Learning Representations, 2019
153*2019
Generalized sliced Wasserstein distances
S Kolouri, K Nadjahi, U Simsekli, R Badeau, GK Rohde
Neural Information Processing Systems, 2019
1342019
Sliced Wasserstein kernels for probability distributions
S Kolouri, Y Zou, GK Rohde
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1272016
Deep transfer learning for few-shot SAR image classification
M Rostami, S Kolouri, E Eaton, K Kim
Remote Sensing 11 (11), 1374, 2019
1032019
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
992015
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
882018
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
842020
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
662014
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
632015
A Transportation L p Distance for Signal Analysis
M Thorpe, S Park, S Kolouri, GK Rohde, D Slepčev
Journal of mathematical imaging and vision 59 (2), 187-210, 2017
582017
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
582014
Gat: Generative adversarial training for adversarial example detection and robust classification
X Yin, S Kolouri, GK Rohde
International conference on learning representations, 2019
46*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
462018
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
432019
A continuous linear optimal transport approach for pattern analysis in image datasets
S Kolouri, AB Tosun, JA Ozolek, GK Rohde
Pattern recognition 51, 453-462, 2016
412016
Zero shot learning via multi-scale manifold regularization
S Deutsch, S Kolouri, K Kim, Y Owechko, S Soatto
Proceedings of the IEEE conference on computer vision and pattern …, 2017
352017
Sar image classification using few-shot cross-domain transfer learning
M Rostami, S Kolouri, E Eaton, K Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
312019
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