Maged Shoman

24 papers Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
2COOOL: 2nd Workshop on the Challenge Of Out-Of-Label Hazards in Autonomous Driving.
CoRR
Ali K. AlShami, Ryan Rabinowitz, Maged Shoman, Jianwu Fang, Lukás Picek, Shao-Yuan Lo, Steve Cruz, Khang Nhut Lam, Nachiket Kamod, Lei-Lei Li, Jugal Kalita, Terrance E. Boult
2025 — conf
2COOOL: 2nd Workshop on the Challenge of Out-of-Label Hazards in Autonomous Driving.
ICCVW
Ali K. AlShami, Ryan Rabinowitz, Maged Shoman, Jianwu Fang, Lukás Picek, Shao-Yuan Lo, Steve Cruz, Khang Nhut Lam, Nachiket Kamod, Lei-Lei Li, Jugal Kalita, Terrance E. Boult
2025 J jnl
A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge.
CoRR
Tarique Dahri, Zulfiqar Ali Memon, Zhenyu Yu, Mohd Yamani Idna Idris, Sheheryar Khan, Sadiq Ahmad, Maged Shoman, Saddam Aziz, Rizwan Qureshi
2025 J jnl
Image, Text, and Speech Data Augmentation using Multimodal LLMs for Deep Learning: A Survey.
CoRR
Ranjan Sapkota, Shaina Raza, Maged Shoman, Paudel Achyut, Manoj Karkee
2025 — conf
Interpreting the Unexpected: A Multimodal Framework for Out-of-Label Hazard Detection and Explanation in Autonomous Driving.
WACV (Workshops)
Mahdi Abbariki, Maged Shoman
2025 J jnl
Multi-Modal LLMs in Agriculture: A Comprehensive Review.
IEEE Trans Autom. Sci. Eng.
Ranjan Sapkota, Rizwan Qureshi, Muhammad Usman Hadi, Syed Zohaib Hassan, Ferhat Sadak, Maged Shoman, Muhammad Sajjad, Fayaz Ali Dharejo, Paudel Achyut, Jiajia Li, Zhichao Meng, John M. Shutske, Manoj Karkee
2025 — conf
Open-World Hazard Detection and Captioning for Autonomous Driving with a Unified Multimodal Pipeline.
WACV (Workshops)
Parisa Hatami, Maged Shoman, Mina Sartipi
2025 J jnl
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact.
CoRR
Rizwan Qureshi, Ranjan Sapkota, Abbas Shah, Amgad Muneer, Anas Zafar, Ashmal Vayani, Maged Shoman, Abdelrahman B. M. Eldaly, Kai Zhang, Ferhat Sadak, Shaina Raza, Xinqi Fan, Ravid Shwartz-Ziv, Hong Yan, Vinjia Jain, Aman Chadha, Manoj Karkee, Jia Wu, Seyedali Mirjalili
2025 J jnl
Who is Responsible? The Data, Models, Users or Regulations? Responsible Generative AI for a Sustainable Future.
CoRR
Shaina Raza, Rizwan Qureshi, Anam Zahid, Joseph Fioresi, Ferhat Sadak, Muhammad Saeed, Ranjan Sapkota, Aditya Jain, Anas Zafar, Muneeb Ul Hassan, Aizan Zafar, Hasan Maqbool, Ashmal Vayani, Jia Wu, Maged Shoman
2025 J jnl
YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series.
Artif. Intell. Rev.
Ranjan Sapkota, Marco Flores-Calero, Rizwan Qureshi, Chetan Badgujar, Upesh Nepal, Alwin Poulose, Peter Zeno, Uday Bhanu Prakash Vaddevolu, Sheheryar Khan, Maged Shoman, Hong Yan, Manoj Karkee
2024 J jnl
Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists' Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images.
Algorithms
Maged Shoman, Tarek Ghoul, Gabriel Lanzaro, Tala Alsharif, Suliman A. Gargoum, Tarek Sayed
2024 — conf
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis.
CVPR Workshops
Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024 J jnl
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis.
CoRR
Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024 J jnl
Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data.
Adv. Data Sci. Adapt. Anal.
Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2024 — conf
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets.
CVPR Workshops
Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park
2024 J jnl
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets.
CoRR
Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park
2023 J jnl
Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs.
CoRR
Abdul Rashid Mussah, Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
2023 J jnl
Quranic Conversations: Developing a Semantic Search tool for the Quran using Arabic NLP Techniques.
CoRR
Yasser Shohoud, Maged Shoman, Sarah Abdelazim
2022 — conf
A Region-Based Deep Learning Approach to Automated Retail Checkout.
CVPR Workshops
Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022 J jnl
A Region-Based Deep Learning Approach to Automated Retail Checkout.
CoRR
Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022 J jnl
Exploring Preferences for Transportation Modes in the City of Munich after the Recent Incorporation of Ride-Hailing Companies.
CoRR
Maged Shoman, Ana Tsui Moreno
2022 J jnl
GC-GRU-N for Traffic Prediction using Loop Detector Data.
CoRR
Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2022 J jnl
Multi-Purpose, Multi-Step Deep Learning Framework for Network-Level Traffic Flow Prediction.
Adv. Data Sci. Adapt. Anal.
Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
2021 J jnl
A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees.
CoRR
Armstrong Aboah, Maged Shoman, Vishal Mandal, Sayedomidreza Davami, Yaw Adu-Gyamfi, Anuj Sharma