Jamil Fayyad - RankMe

22 papers A 2B 1Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis. Medical Image Anal. Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2025	A	`conf`	Debiasify: Self-Distillation for Unsupervised Bias Mitigation. WACV Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran
2025	J	`jnl`	Foundation Models as Class-Incremental Learners for Dermatological Image Classification. CoRR Mohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad, Nourhan Bayasi
2025	—	`conf`	LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis. ISIC@MICCAI Jamil Fayyad, Nourhan Bayasi, Ziyang Yu, Homayoun Najjaran
2025	J	`jnl`	LesionGen: A Concept-Guided Diffusion Model for Dermatology Image Synthesis. CoRR Jamil Fayyad, Nourhan Bayasi, Ziyang Yu, Homayoun Najjaran
2024	—	`conf`	BiasPruner: Debiased Continual Learning for Medical Image Classification. MICCAI (10) Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024	J	`jnl`	BiasPruner: Debiased Continual Learning for Medical Image Classification. CoRR Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi
2024	J	`jnl`	Conformal-in-the-Loop for Learning with Imbalanced Noisy Data. CoRR John Brandon Graham-Knight, Jamil Fayyad, Nourhan Bayasi, Patricia Lasserre, Homayoun Najjaran
2024	J	`jnl`	Debiasify: Self-Distillation for Unsupervised Bias Mitigation. CoRR Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh, Rafeef Garbi, Homayoun Najjaran
2024	J	`jnl`	Empirical validation of Conformal Prediction for trustworthy skin lesions classification. Comput. Methods Programs Biomed. Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
2024	J	`jnl`	Exploiting classifier inter-level features for efficient out-of-distribution detection. Image Vis. Comput. Jamil Fayyad, Kashish Gupta, Navid Mahdian, Dominique Gruyer, Homayoun Najjaran
2024	J	`jnl`	Learning team-based navigation: a review of deep reinforcement learning techniques for multi-agent pathfinding. Artif. Intell. Rev. Jaehoon Chung, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
2024	B	`conf`	Sim-to-Real Domain Adaptation for Deformation Classification. SMC Joel Sol, Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
2024	J	`jnl`	Sim-to-Real Domain Adaptation for Deformation Classification. CoRR Joel Sol, Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
2024	A	`conf`	The Effectiveness of State Representation Model in Multi-Agent Proximal Policy Optimization for Multi-Agent Path Finding. IROS Jaehoon Chung, Jamil Fayyad, Mehran Ghafarian Tamizi, Homayoun Najjaran
2024	J	`jnl`	Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness. CoRR Shadi Alijani, Jamil Fayyad, Homayoun Najjaran
2024	J	`jnl`	Vision transformers in domain adaptation and domain generalization: a study of robustness. Neural Comput. Appl. Shadi Alijani, Jamil Fayyad, Homayoun Najjaran
2023	J	`jnl`	DOPESLAM: High-Precision ROS-Based Semantic 3D SLAM in a Dynamic Environment. Sensors Jesse Roch, Jamil Fayyad, Homayoun Najjaran
2023	J	`jnl`	Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification. CoRR Jamil Fayyad, Shadi Alijani, Homayoun Najjaran
2023	J	`jnl`	Learning to Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding. CoRR Jaehoon Chung, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
2023	J	`jnl`	Model Compression Methods for YOLOv5: A Review. CoRR Mohammad Jani, Jamil Fayyad, Younes Al Younes, Homayoun Najjaran
2020	J	`jnl`	Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review. Sensors Jamil Fayyad, Mohammad A. Jaradat, Dominique Gruyer, Homayoun Najjaran