Nidhal Carla Bouaynaya

15 papers B 2C 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
VisHKO: A new weather image dataset for deep learning-based atmospheric visibility estimation.
Signal Image Video Process.
Kabira Ait Ouadil, Soufiane Idbraim, Nidhal Carla Bouaynaya, Giuseppina Carannante
2025 J jnl
IntActEval: A Continuous Framework for Quantitatively Evaluating Faithfulness of Feature Visualization Methods.
IEEE Access
Bradley Gathers, Ian E. Nielsen, Keith W. Soules, Ozan Tekben, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya, Hassan M. Fathallah-Shaykh, Ghulam Rasool
2024 J jnl
Adversarial Robustness with Partial Isometry.
Entropy
Loïc Shi-Garrier, Nidhal Carla Bouaynaya, Daniel Delahaye
2024 B conf
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning.
IJCNN
Hikmat Khan, Ghulam Rasool, Nidhal Carla Bouaynaya
2024 J jnl
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning.
CoRR
Hikmat Khan, Ghulam Rasool, Nidhal Carla Bouaynaya
2024 J jnl
Atmospheric visibility estimation: a review of deep learning approach.
Multim. Tools Appl.
Kabira Ait Ouadil, Soufiane Idbraim, Taha Bouhsine, Nidhal Carla Bouaynaya, Husam Alfergani, Charles Cliff Johnson
2024 J jnl
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning.
CoRR
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
2024 J jnl
Brain-Inspired Continual Learning: Robust Feature Distillation and Re-Consolidation for Class Incremental Learning.
IEEE Access
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
2024 J jnl
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs.
IEEE Trans. Knowl. Data Eng.
Dimah Dera, Sabeen Ahmed, Nidhal Carla Bouaynaya, Ghulam Rasool
2023 J jnl
Deep Ensemble for Rotorcraft Attitude Prediction.
CoRR
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool, Tyler Travis, Lacey Thompson, Charles Cliff Johnson
2023 J jnl
Efficient Scopeformer: Toward Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection.
IEEE Access
Yassine Barhoumi, Nidhal Carla Bouaynaya, Ghulam Rasool
2022 B conf
Adversarially Robust Continual Learning.
IJCNN
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
2022 C conf
Atmospheric Visibility Image-Based System for Instrument Meteorological Conditions Estimation: A Deep Learning Approach.
WINCOM
Taha Bouhsine, Soufiane Idbraim, Nidhal Carla Bouaynaya, Husam Alfergani, Kabira Ait Ouadil, Charles Cliff Johnson
2022 J jnl
Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks.
IEEE Signal Process. Mag.
Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya
2021 J jnl
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks.
IEEE Trans. Signal Process.
Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh