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Jamil Fayyad
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Year
Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review
J Fayyad, MA Jaradat, D Gruyer, H Najjaran
Sensors 20 (15), 4220, 2020
4602020
Model compression methods for YOLOv5: A review
M Jani, J Fayyad, Y Al-Younes, H Najjaran
arXiv preprint arXiv:2307.11904, 2023
162023
Learning team-based navigation: a review of deep reinforcement learning techniques for multi-agent pathfinding
J Chung, J Fayyad, YA Younes, H Najjaran
Artificial Intelligence Review 57 (2), 41, 2024
82024
Out-of-distribution detection using inter-level features of deep neural networks
J Fayyad
University of British Columbia, 2023
72023
Vision transformers in domain adaptation and domain generalization: a study of robustness
S Alijani, J Fayyad, H Najjaran
Neural Computing and Applications, 2024, 2024
5*2024
Empirical validation of Conformal Prediction for trustworthy skin lesions classification
J Fayyad, S Alijani, H Najjaran
Computer Methods and Programs in Biomedicine, 108231, 2024
42024
Exploiting classifier inter-level features for efficient out-of-distribution detection
J Fayyad, K Gupta, N Mahdian, D Gruyer, H Najjaran
Image and Vision Computing 142, 104897, 2024
32024
Dopeslam: high-precision ros-based semantic 3d slam in a dynamic environment
J Roch, J Fayyad, H Najjaran
Sensors 23 (9), 4364, 2023
32023
BiasPruner: Debiased Continual Learning for Medical Image Classification
N Bayasi, J Fayyad, A Bissoto, G Hamarneh, R Garbi
International Conference on Medical Image Computing and Computer-Assisted …, 2024
22024
Optimal coil design for a quadrotor wireless charging system
M Zahid, J Fayyad, R Dhaouadi, S Mukhopadhyay, N Qaddoumi
2019 IEEE 4th International Future Energy Electronics Conference (IFEEC), 1-5, 2019
22019
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data
JB Graham-Knight, J Fayyad, N Bayasi, P Lasserre, H Najjaran
arXiv preprint arXiv:2411.02281, 2024
2024
Debiasify: Self-Distillation for Unsupervised Bias Mitigation
N Bayasi, J Fayyad, G Hamarneh, R Garbi, H Najjaran
arXiv preprint arXiv:2411.00711, 2024
2024
Sim-to-Real Domain Adaptation for Deformation Classification
J Sol, J Fayyad, S Alijani, H Najjaran
arXiv preprint arXiv:2407.10011, 2024
2024
Vision Based Autonomous Tracked Sorting Robot
A Al Nabulsi, A Zein Alabedin, J Fayyad, M Ismail, M Jarrah
International Design Engineering Technical Conferences and Computers and …, 2011
2011
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Articles 1–14