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Self-Supervised Annotation of Seismic Images using Latent Space Factorization

Sep 26, 2020
Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche


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Gradients as a Measure of Uncertainty in Neural Networks

Sep 03, 2020
Jinsol Lee, Ghassan AlRegib

* IEEE International Conference on Image Processing (ICIP) 2020 

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On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption

Sep 02, 2020
Charles Lehman, Dogancan Temel, Ghassan AlRegib


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Robustness and Overfitting Behavior of Implicit Background Models

Aug 21, 2020
Shirley Liu, Charles Lehman, Ghassan AlRegib

* 6 pages, 3 figures, accepted to IEEE International Conference on Image Processing (ICIP) 

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Novelty Detection Through Model-Based Characterization of Neural Networks

Aug 13, 2020
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib

* IEEE International Conference on Image Processing (ICIP) 2020 

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Implicit Saliency in Deep Neural Networks

Aug 04, 2020
Yutong Sun, Mohit Prabhushankar, Ghassan AlRegib


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Contrastive Explanations in Neural Networks

Aug 01, 2020
Mohit Prabhushankar, Gukyeong Kwon, Dogancan Temel, Ghassan AlRegib


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Backpropagated Gradient Representations for Anomaly Detection

Jul 18, 2020
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib

* European Conference on Computer Vision (ECCV) 2020 

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Spatiotemporal Modeling of Seismic Images for Acoustic Impedance Estimation

Jun 28, 2020
Ahmad Mustafa, Motaz Alfarraj, Ghassan AlRegib


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Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation

Mar 18, 2020
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira

* CVPR 2020. Source code: https://github.com/cmhungsteve/SSTDA 

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Fabric Surface Characterization: Assessment of Deep Learning-based Texture Representations Using a Challenging Dataset

Mar 16, 2020
Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib, Sungmee Park, Sundaresan Jayaraman

* arXiv admin note: text overlap with arXiv:1905.09907 

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Texture Classification using Block Intensity and Gradient Difference (BIGD) Descriptor

Feb 04, 2020
Yuting Hu, Zhen Wang, Ghassan AlRegib


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Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

Sep 15, 2019
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng

* ICCV 2019 (Oral) camera-ready + supplementary. Code and data: http://github.com/cmhungsteve/TA3N 

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Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics

Aug 29, 2019
Dogancan Temel, Min-Hung Chen, Ghassan AlRegib

* 13 pages, 9 figures, 4 tables. IEEE Transactions on Intelligent Transportation Systems, 2019 

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Distorted Representation Space Characterization Through Backpropagated Gradients

Aug 27, 2019
Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib

* 5 pages, 5 figures, 2 tables, ICIP 2019 

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Semi-supervised Sequence Modeling for Elastic Impedance Inversion

Aug 19, 2019
Motaz Alfarraj, Ghassan AlRegib

* A manuscript in Interpretation. arXiv admin note: text overlap with arXiv:1905.13412 

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Relative Afferent Pupillary Defect Screening through Transfer Learning

Aug 06, 2019
Dogancan Temel, Melvin J. Mathew, Ghassan AlRegib, Yousuf M. Khalifa

* 8 pages, 7 figures, 4 tables. IEEE Journal of Biomedical and Health Informatics, 2019 

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Temporal Attentive Alignment for Video Domain Adaptation

Jun 07, 2019
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib

* CVPR2019 Workshop (Learning from Unlabeled Videos). Source code: http://github.com/cmhungsteve/TA3N 

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Learning to Generate Grounded Image Captions without Localization Supervision

Jun 01, 2019
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira


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Texture retrieval using periodically extended and adaptive curvelets

May 24, 2019
Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib

* Signal Processing: Image Communication, Volume 76, 2019, Pages 252-260, ISSN 0923-5965 

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Multi-level Texture Encoding and Representation (MuLTER) based on Deep Neural Networks

May 23, 2019
Yuting Hu, Zhiling Long, Ghassan AlRegib

* Proceedings of IEEE International Conference on Image Processing (ICIP), Sep. 2019 

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