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ORCIDMuhammad Umer Ramzan
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2020 – today
- 2026
[c5]Abdelwahed Khamis, Muhammad Umer Ramzan, Usman Ali, Ali Zia:
HyperEcho: Structured Higher Order Representation for Automotive Radar Semantic Segmentation. PerCom Workshops 2026: 1-6- [i13]Ali Zia, Usman Ali, Muhammad Umer Ramzan, Abdul Rehman
, Abdelwahed Khamis, Wei Xiang:
Test-Time Adaptation for Anomaly Segmentation via Topology-Aware Optimal Transport Chaining. CoRR abs/2601.20333 (2026) - [i12]Ali Zia, Muhammad Umer Ramzan, Usman Ali, Muhammad Faheem, Abdelwahed Khamis, Shahnawaz Qureshi:
Component-Aware Sketch-to-Image Generation Using Self-Attention Encoding and Coordinate-Preserving Fusion. CoRR abs/2603.09484 (2026) - [i11]Ali Zia, Usman Ali, Muhammad Umer Ramzan, Hamza Abid, Abdul Rehman, Wei Xiang:
Geometry-Aware Semantic Reasoning for Training Free Video Anomaly Detection. CoRR abs/2603.13374 (2026) - [i10]Ali Zia, Usman Ali, Abdul Rehman, Muhammad Umer Ramzan, Kang Han, Muhammad Faheem, Shahnawaz Qureshi, Wei Xiang:
Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation. CoRR abs/2606.28268 (2026) - [i9]Ali Zia, Muhammad Umer Ramzan, Abdelwahed Khamis, Usman Ali, Abdul Rehman:
Learning Structurally Consistent Representations for Multi-View Radar Semantic Segmentation. CoRR abs/2606.31609 (2026) - 2025
- [j2]Usman Ali, Muhammad Umer Ramzan, Waqas Ali, Khaled Al Jaafari:
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning. IEEE Access 13: 106958-106973 (2025) - [c4]Usman Ali, Ali Zia, Abdul Rehman, Muhammad Umer Ramzan, Zohaib Hassan, Talha Sattar, Jing Wang, Wei Xiang:
2D-3D Feature Fusion via Cross-Modal Latent Synthesis and Attention-Guided Restoration for Industrial Anomaly Detection. DICTA 2025: 1-8 - [c3]Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Noman Ali, Usman Ali, Wei Xiang:
Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment. DICTA 2025: 1-8 - [i8]Usman Ali, Ali Zia, Waqas Ali, Muhammad Umer Ramzan, Abdul Rehman, Muhammad Tayyab Chaudhry, Wei Xiang:
Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors. CoRR abs/2510.15547 (2025) - [i7]Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Noman Ali, Usman Ali, Wei Xiang:
Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment. CoRR abs/2510.17484 (2025) - [i6]Usman Ali, Ali Zia, Abdul Rehman, Muhammad Umer Ramzan, Zohaib Hassan, Talha Sattar, Jing Wang, Wei Xiang:
2D_3D Feature Fusion via Cross-Modal Latent Synthesis and Attention Guided Restoration for Industrial Anomaly Detection. CoRR abs/2510.21793 (2025) - 2024
- [c2]Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali:
Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement. DICTA 2024: 85-92 - [i5]Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali:
Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement. CoRR abs/2411.19005 (2024) - [i4]Muhammad Umer Ramzan, Wahab Khaddim, Muhammad Ehsan Rana, Usman Ali, Manohar Ali, Fiaz ul Hassan, Fatima Mehmood:
Gated-Attention Feature-Fusion Based Framework for Poverty Prediction. CoRR abs/2411.19690 (2024) - [i3]Usman Ali, Sahil Ranmbail, Muhammad Nadeem, Hamid Ishfaq, Muhammad Umer Ramzan, Waqas Ali:
Leveraging Deep Learning with Multi-Head Attention for Accurate Extraction of Medicine from Handwritten Prescriptions. CoRR abs/2412.18199 (2024) - [i2]Usman Ali, Waqas Ali, Muhammad Umer Ramzan:
An Improved Fault Diagnosis Strategy for Induction Motors Using Weighted Probability Ensemble Deep Learning. CoRR abs/2412.18249 (2024) - 2023
- [i1]Muhammad Umer Ramzan, Usman Ali, Syed Haider Abbas Naqvi, Zeeshan Aslam, Tehseen, Husnain Ali, Muhammad Faheem:
Enhancing Vehicle Entrance and Parking Management: Deep Learning Solutions for Efficiency and Security. CoRR abs/2312.02699 (2023) - 2021
- [j1]Lubna Razaq, Tallal Ahmad, Samia Ibtasam, Muhammad Umer Ramzan, Shrirang Mare:
"We Even Borrowed Money From Our Neighbor": Understanding Mobile-based Frauds Through Victims' Experiences. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 41:1-41:30 (2021)
2010 – 2019
- 2019
- [c1]Fahad Pervaiz, Rai Shah Nawaz, Muhammad Umer Ramzan, Maryem Zafar Usmani, Shrirang Mare, Kurtis Heimerl, Faisal Kamiran, Richard Anderson, Lubna Razaq:
An assessment of SMS fraud in Pakistan. COMPASS 2019: 195-205
Coauthor Index
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