Nidhal C. Bouaynaya

27 papers B 6C 5Misc 1Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SUPER-Net: Trustworthy image segmentation via uncertainty propagation in encoder-decoder networks. Pattern Recognit. Giuseppina Carannante, Nidhal C. Bouaynaya, Dimah Dera, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2024	B	`conf`	Dynamic Continual Learning: Harnessing Parameter Uncertainty for Improved Network Adaptation. IJCNN Christopher Angelini, Nidhal C. Bouaynaya
2023	C	`conf`	A Deep Learning Approach For Airport Runway Detection and Localization From Satellite Imagery. ISCC Amine Khelifi, Mahmut Gemici, Giuseppina Carannante, Charles Cliff Johnson, Nidhal C. Bouaynaya
2023	J	`jnl`	Automatic Alignment of Fractured Femur: Integration of Robot and Optical Tracking System. IEEE Robotics Autom. Lett. Marzieh S. Saeedi-Hosseiny, Fayez Alruwaili, Michael P. Clancy, Emily A. Corson, Sean McMillan, Charalampos Papachristou, Nidhal C. Bouaynaya, Iulian Iordachita, Mohammad H. Abedinnasab
2023	—	`conf`	Bayesian Deep Learning Detection of Anomalies and Failure: Application To Medical Images. MLSP Giuseppina Carannante, Nidhal C. Bouaynaya
2023	B	`conf`	Boosting Aerial Object Detection Performance via Virtual Reality Data and Multi-Object Training. IJCNN Nikolas Koutsoubis, Kyle Naddeo, Garrett Williams, George D. Lecakes, Gregory Ditzler, Nidhal C. Bouaynaya, Thomas Kiel
2023	J	`jnl`	Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection. CoRR Yassine Barhoumi, Nidhal C. Bouaynaya, Ghulam Rasool
2023	C	`conf`	The Importance of Robust Features in Mitigating Catastrophic Forgetting. ISCC Hikmat Khan, Nidhal C. Bouaynaya, Ghulam Rasool
2023	J	`jnl`	The Importance of Robust Features in Mitigating Catastrophic Forgetting. CoRR Hikmat Khan, Nidhal C. Bouaynaya, Ghulam Rasool
2023	C	`conf`	Variational Density Propagation Continual Learning. ISPA Christopher Angelini, Nidhal C. Bouaynaya, Ghulam Rasool
2022	C	`conf`	Self-Assessment and Robust Anomaly Detection with Bayesian Deep Learning. FUSION Giuseppina Carannante, Dimah Dera, Orune Aminul, Nidhal C. Bouaynaya, Ghulam Rasool
2021	C	`conf`	An Enhanced Particle Filter for Uncertainty Quantification in Neural Networks. FUSION Giuseppina Carannante, Nidhal C. Bouaynaya, Lyudmila Mihaylova
2021	J	`jnl`	Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation. CoRR Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
2021	J	`jnl`	Exploring Robustness of Neural Networks through Graph Measures. CoRR Asim Waqas, Ghulam Rasool, Hamza Farooq, Nidhal C. Bouaynaya
2021	J	`jnl`	Robust Learning via Ensemble Density Propagation in Deep Neural Networks. CoRR Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
2021	J	`jnl`	Self-Compression in Bayesian Neural Networks. CoRR Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
2021	J	`jnl`	Trustworthy Medical Segmentation with Uncertainty Estimation. CoRR Giuseppina Carannante, Dimah Dera, Nidhal C. Bouaynaya, Ghulam Rasool, Hassan M. Fathallah-Shaykh
2020	J	`jnl`	A Deep Learning Framework for Joint Image Restoration and Recognition. Circuits Syst. Signal Process. Ruilong Chen, Lyudmila Mihaylova, Hao Zhu, Nidhal C. Bouaynaya
2020	B	`conf`	Bayesian Neural Networks Uncertainty Quantification with Cubature Rules. IJCNN Peng Wang, Nidhal C. Bouaynaya, Lyudmila Mihaylova, Jikai Wang, Qibin Zhang, Renke He
2020	—	`conf`	Robust Learning via Ensemble Density Propagation in Deep Neural Networks. MLSP Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova
2020	—	`conf`	Self-Compression in Bayesian Neural Networks. MLSP Giuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya
2020	B	`conf`	Using Deep Speech Recognition to Evaluate Speech Enhancement Methods. IJCNN Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal C. Bouaynaya
2019	J	`jnl`	Constrained particle filtering for movement identification in forearm prosthesis. Signal Process. Nesrine Amor, Ghulam Rasool, Nidhal C. Bouaynaya, Roman Shterenberg
2019	J	`jnl`	Inception Modules Enhance Brain Tumor Segmentation. Frontiers Comput. Neurosci. Daniel E. Cahall, Ghulam Rasool, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
2019	Misc	`conf`	Introducing Undergraduates to Pattern Recognition and Machine Learning through Speech Processing. ICASSP Ravi Prakash Ramachandran, Kevin D. Dahm, Nidhal C. Bouaynaya
2018	B	`conf`	Inverted Cone Convolutional Neural Network For Deboning MRIs. IJCNN Oliver Palumbo, Dimah Dera, Nidhal C. Bouaynaya, Hassan M. Fathallah-Shaykh
2018	B	`conf`	Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural Networks. IJCNN Jiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh