Nidhal Carla Bouaynaya

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Incremental Learning

Feature Extraction

Top Venues

Multim. Tools Appl.

Publications

Kabira Ait Ouadil, Soufiane Idbraim, Taha Bouhsine, Nidhal Carla Bouaynaya, Husam Alfergani, Charles Cliff Johnson
Atmospheric visibility estimation: a review of deep learning approach. Multim. Tools Appl. 83 (12) (2024)
Hikmat Khan, Ghulam Rasool, Nidhal Carla Bouaynaya
Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning. CoRR (2024)
Loïc Shi-Garrier, Nidhal Carla Bouaynaya, Daniel Delahaye
Adversarial Robustness with Partial Isometry. Entropy 26 (2) (2024)
Dimah Dera, Sabeen Ahmed, Nidhal Carla Bouaynaya, Ghulam Rasool
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
Brain-Inspired Continual Learning: Robust Feature Distillation and Re-Consolidation for Class Incremental Learning. IEEE Access 12 (2024)
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning. CoRR (2024)
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool, Tyler Travis, Lacey Thompson, Charles Cliff Johnson
Deep Ensemble for Rotorcraft Attitude Prediction. CoRR (2023)
Yassine Barhoumi, Nidhal Carla Bouaynaya, Ghulam Rasool
Efficient Scopeformer: Toward Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection. IEEE Access 11 (2023)
Ian E. Nielsen, Dimah Dera, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal Carla Bouaynaya
Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks. IEEE Signal Process. Mag. 39 (4) (2022)
Hikmat Khan, Nidhal Carla Bouaynaya, Ghulam Rasool
Adversarially Robust Continual Learning. IJCNN (2022)
Taha Bouhsine, Soufiane Idbraim, Nidhal Carla Bouaynaya, Husam Alfergani, Kabira Ait Ouadil, Charles Cliff Johnson
Atmospheric Visibility Image-Based System for Instrument Meteorological Conditions Estimation: A Deep Learning Approach. WINCOM (2022)
Dimah Dera, Nidhal Carla Bouaynaya, Ghulam Rasool, Roman Shterenberg, Hassan M. Fathallah-Shaykh
PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks. IEEE Trans. Signal Process. 69 (2021)