Hasan Al-Marzouqi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Weather Forecasting

Neural Network Training

High Resolution Images

Top Venues

Signal Process. Image Commun.

NeurIPS (Competition and Demos)

Publications

Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi
Marine Debris Segmentation Using a Parameter Efficient Octonion-Based Architecture. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hasan Al-Marzouqi, Lyes Saad Saoud
Semantic Labeling of High-Resolution Images Using EfficientUNets and Transformers. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panos Liatsis
Multi-Label Retinal Disease Classification Using Transformers. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. CoRR (2022)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR (2022)
M. A. Rodriguez, Hasan Al-Marzouqi, Panos Liatsis
Multi-Label Retinal Disease Classification using Transformers. CoRR (2022)
Hasan Al-Marzouqi, Lyes Saad Saoud
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers. CoRR (2022)
Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein
Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting. CoRR (2022)
Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein
Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers. IEEE Access 10 (2022)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
SwinUNet3D - A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers. CoRR (2022)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
Spatiotemporal Vision Transformer for Short Time Weather Forecasting. IEEE BigData (2021)
Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche
Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods. IEEE Access 9 (2021)
Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis
Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting. CIKM Workshops (2021)
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) (2021)
Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi
Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. ICIP (2020)
Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi
Traffic flow prediction using Deep Sedenion Networks. CoRR (2020)
Lyes Saad Saoud, Hasan Al-Marzouqi
Metacognitive Sedenion-Valued Neural Network and its Learning Algorithm. IEEE Access 8 (2020)
Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. NeurIPS (Competition and Demos) (2020)
Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib
Texture retrieval using periodically extended and adaptive curvelets. CoRR (2019)
Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib
Texture retrieval using periodically extended and adaptive curvelets. Signal Process. Image Commun. 76 (2019)
Ali Zifan, Panos Liatsis, Hasan Al-Marzouqi
Realistic forward and inverse model mesh generation for rapid three-dimensional thoracic electrical impedance imaging. Comput. Biol. Medicine 107 (2019)
Hasan Al-Marzouqi
Digital Rock Physics: Using CT Scans to Compute Rock Properties. IEEE Signal Process. Mag. 35 (2) (2018)
Hasan Al-Marzouqi, Ghassan AlRegib
Curvelet transform with learning-based tiling. Signal Process. Image Commun. 53 (2017)
Abdul Rahman Hafiz, Hasan Al-Marzouqi
Efficient neural network training using curvelet features. IVMSP (2016)
Hasan Al-Marzouqi, Ghassan Al-Regib
Texture similarity using periodically extended and adaptive curvelets. GlobalSIP (2014)
Hasan Al-Marzouqi, Ghassan Alregib
Searching for the optimal curvelet tiling. ICASSP (2013)
Hasan Al-Marzouqi, Ghassan Al-Regib
Using the coefficient of variation to improve the sparsity of seismic data. GlobalSIP (2013)
Hasan Al-Marzouqi, Ghassan AlRegib
Curvelet transform with adaptive tiling. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
Hasan Al-Marzouqi
Data Clustering Using a Modified Kuwahara Filter. IJCNN (2009)
Hasan Al-Marzouqi, Jack H. Noble, Frank M. Warren, Robert F. Labadie, J. Michael Fitzpatrick, Benoit M. Dawant
Planning a safe drilling path for cochlear implantation surgery using image registration techniques. Medical Imaging: Image-Guided Procedures (2007)