Publications

Emmanuelle Bourigault, Amir Jamaludin, Abdullah Hamdi . UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation. In Arxiv, 2025.

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Jiayuan Zhu, Abdullah Hamdi, Yunli Qi, Yueming Jin, Junde Wu . Medical SAM 2: Segment Medical Images as Video via Segment Anything Model 2. In Arxiv, 2024.

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Jan Held*, Renaud Vandeghen*, Abdullah Hamdi*, Adrien Deliege,, Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, Marc Van Droogenbroeck . 3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes. In CVPR’25 [Highlight], *equal contribution, 2024.

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Abdullah Hamdi, Faisal AlZahrani, Silvio Giancola, Bernard Ghanem . MVTN: Learning Multi-view Transformations for 3D Understanding. In IJCV’24, 2024.

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Lorenza Prospero, Abdullah Hamdi, Joao F. Henriques, Christian Rupprecht . GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers. In CVPR’25 Workshop on Computer Vision in Sports, 2024.

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Jinjie Mai, Wenxuan Zhu, Sara Rojas Martinez, Jesus Zarzar, Abdullah Hamdi, Guocheng Qian, Bing Li, Silvio Giancola, Bernard Ghanem . TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks. In ECCV’24, 2024.

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Emmanuelle Bourigault*, Abdullah Hamdi*, Amir Jamaludin . X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models. In Arxiv, *equal contribution, 2024.

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Abdullah Hamdi, Luke Melas-Kyriazi, Jinjie Mai, Guocheng Qian, Ruoshi Liu, Carl Vondrick, Bernard Ghanem, Andrea Vedaldi . GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering. In CVPR’24, 2024.

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Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, Bernard Ghanem . Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors. In ICLR’24, 2024.

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Guocheng Qian, Abdullah Hamdi, Xingdi Zhang, Bernard Ghanem . Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding. In 3DV’24, 2023.

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Jinjie Mai, Abdullah Hamdi, Silvio Giancola, Chen Zhao, Bernard Ghanem . EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries. In ICCV’23 [oral], 2023.

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Abdullah Hamdi, Bernard Ghanem, Matthias Nießner . SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images. In ICCV’23 Workshop on AI for 3D Content Creation, 2023.

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Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, Marc Van Droogenbroeck . VARS: Video Assistant Referee System for Automated Soccer Decision Making From Multiple Views. In CVPR’23 Workshop on Computer Vision in Sports, 2023.

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Abdullah Hamdi, Silvio Giancola, Bernard Ghanem . Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding. In ICLR’23, 2022.

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Abdullah Hamdi, Silvio Giancola, Bernard Ghanem . MVTN: Multi-View Transformation Network for 3D Shape Recognition. In ICCV’21, 2021.

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Salman Alsubaihi, Adel Bibi, Modar Alfadly, Abdullah Hamdi, Bernard Ghanem . Expected Tight Bounds for Robust Training. In ICLR’21 RobustML Workshop, 2021.

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Abdullah Hamdi, Sara Rojas, Ali Thabet, Bernard Ghanem . AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds. In ECCV’20, 2020.

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Abdullah Hamdi, Bernard Ghanem . Towards Analyzing Semantic Robustness of Deep Neural Networks. In ECCV’20 Workshop on Adversarial Robustness in the Real World [Best paper award], 2020.

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Abdullah Hamdi, Matthias Muller, Bernard Ghanem . SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications. In AAAI 2020 [spotlight], 2019.

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Abdullah Hamdi, Bernard Ghanem . IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. In arxive, 2019.

Abdullah Hamdi . Cascading Generative Adversarial Networks for Targeted Imagination. [MS Thesis], 2018.

Abdullah Hamdi . Smart dust-cleaner and cooler for solar PV panels. [Granted] US Patent US9899957B2, 2018.

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Abdullah Hamdi, Bernard Ghanem . Learning Rotation for Kernel Correlation Filter. In arxive, 2017.