Jamil Fayyad

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Empirical Validation

Boosted Classifiers

Reinforcement Learning

Top Venues

Artif. Intell. Rev.

Image Vis. Comput.

Publications

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
BiasPruner: Debiased Continual Learning for Medical Image Classification. CoRR (2024)
Shadi Alijani, Jamil Fayyad, Homayoun Najjaran
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness. CoRR (2024)
Jamil Fayyad, Kashish Gupta, Navid Mahdian, Dominique Gruyer, Homayoun Najjaran
Exploiting classifier inter-level features for efficient out-of-distribution detection. Image Vis. Comput. 142 (2024)
Joel Sol, Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
Sim-to-Real Domain Adaptation for Deformation Classification. CoRR (2024)
Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
Empirical validation of Conformal Prediction for trustworthy skin lesions classification. Comput. Methods Programs Biomed. 253 (2024)
Jaehoon Chung, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
Learning team-based navigation: a review of deep reinforcement learning techniques for multi-agent pathfinding. Artif. Intell. Rev. 57 (2) (2024)
Jesse Roch, Jamil Fayyad, Homayoun Najjaran
DOPESLAM: High-Precision ROS-Based Semantic 3D SLAM in a Dynamic Environment. Sensors 23 (9) (2023)
Mohammad Jani, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
Model Compression Methods for YOLOv5: A Review. CoRR (2023)
Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification. CoRR (2023)
Jaehoon Chung, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
Learning to Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding. CoRR (2023)
Jamil Fayyad, Mohammad A. Jaradat, Dominique Gruyer, Homayoun Najjaran
Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review. Sensors 20 (15) (2020)