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Picture for Ghulam Rasool

Ghulam Rasool

Rowan University

Transformers in Time-series Analysis: A Tutorial


Apr 28, 2022
Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ghulam Rasool, Ravi P. Ramachandran

* 28 pages, 17 figures 

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Trustworthy Medical Segmentation with Uncertainty Estimation


Nov 30, 2021
Giuseppina Carannante, Dimah Dera, Nidhal C. Bouaynaya, Ghulam Rasool, Hassan M. Fathallah-Shaykh


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Robust Learning via Ensemble Density Propagation in Deep Neural Networks


Nov 10, 2021
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova

* submitted to 2020 IEEE International Workshop on Machine Learning for Signal Processing 

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Self-Compression in Bayesian Neural Networks


Nov 10, 2021
Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya

* submitted to 2020 IEEE International Workshop on Machine Learning for Signal Processing 

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Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation


Aug 15, 2021
Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh


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Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks


Jul 28, 2021
Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Nidhal Bouaynaya, Ravi P. Ramachandran

* 21 pages, 3 figures 

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Exploring Robustness of Neural Networks through Graph Measures


Jun 30, 2021
Asim Waqas, Ghulam Rasool, Hamza Farooq, Nidhal C. Bouaynaya

* 18 pages, 15 figures 

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