| 2026 | ICPR | Differentially Private Datastore Generation for Retrieval-Augmented Inference. | Abdelrahman Abouelenein, Marwan Torki |
| 2026 | WACV | An Efficient Multi-Rater Setup Towards Personalized and Diversified Medical Image Segmentation. | Sajed Almorsy, Ayman Khalafallah, Marwan Torki |
| 2026 | WACV | X3D-based Illegal Waste Dumping Detection with Temporal Localization. | Sajed Almorsy, Marwan Torki |
| 2026 | WACV | Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation. | Ahmed El-Sayed, Marwan Torki |
| 2025 | AICCSA | Unlocking Additional Learning Capabilities of Whisper for Arabic Language Via Instruction Fine-tuning. | Bassam Mattar, Marwan Torki, Ayman Khalafallah |
| 2025 | AICCSA | HTEB: Hybrid Transformer Enhancement Block for Robust Image Flare Suppression. | Mohamed Mostafa, Hicham G. Elmongui, Marwan Torki |
| 2025 | ICIP | Eswindnet: Image Demoiring Using Multiscale Swin Transformer Layers. | Karim Alaa, Marwan Torki |
| 2025 | ICIP | Cross-Modality Abdominal Multi-Organ Segmentation via Source-Free Unsupervised Domain Adaptation. | Ahmed El-Sayed, Marwan Torki |
| 2025 | ICMLA | Enhancing 3D Semi-Supervised Teeth Segmentation with Voxel Entropy-Guided Self-Learning. | Elbadry Elbadry, Mahmoud Gamal, Marwa Baraka, Marwan Torki |
| 2025 | WACV | DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining. | Youssof Nawar, Nouran Soliman, Moustafa Wassel, Mohamed ElHabebe, Noha Adly, Marwan Torki, Ahmed Elmassry, Islam Ahmed |
| 2024 | AICCSA | Utilizing Multi-Step Loss for Single Image Reflection Removal. | Abdelrahman Elnenaey, Marwan Torki |
| 2024 | ICASSP | Flare-Free Vision: Empowering Uformer with Depth Insights. | Yousef Kotp, Marwan Torki |
| 2024 | ICPR | Mask-Aware Transformer for Crowd Counting. | Sarah Jad, Marwan Torki, Ayman Khalafallah |
| 2024 | ICPR | Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-supervised Videos with Hierarchical Transformer. | Nada Osman, Marwan Torki |
| 2024 | ICPR | C2F-CHART: A Curriculum Learning Approach to Chart Classification. | Nour Shaheen, Tamer Elsharnouby, Marwan Torki |
| 2024 | ISCC | AraEGI: Arabic Gender Identification Using Transformers for Egyptian Dialect. | Ahmed Abdelmaguid, Marwan Torki, Ayman Khalafallah |
| 2024 | MICCAI | Automatic Mandibular Semantic Segmentation of Teeth Pulp Cavity and Root Canals, and Inferior Alveolar Nerve on Pulpy3D Dataset. | Mahmoud Gamal, Marwa Baraka, Marwan Torki |
| 2024 | WACV | DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset. | Mohamed ElHabebe, Shereen Elkordi, Ahmed Gamal-Eldin, Noha Adly, Marwan Torki, Ahmed Elmasry, Islam SH Ahmed |
| 2023 | AICCSA | ConvMixer-UNet: A Lightweight Network for Breast Lesion Segmentation in Ultrasound Images. | Sara AbdElhakem, Sohier Basiony, Marwan Torki |
| 2023 | AICCSA | AraPunc: Arabic Punctuation Restoration Using Transformers. | Abdelrahman Sakr, Marwan Torki |
| 2023 | AICCSA | Enhancing LiDAR Semantic Segmentation Using Model Soups. | Omar Wasfy, Sohier Basiony, Marwan Torki |
| 2023 | ICASSP | STACKMAPS: A Visualization Technique for Diabetic Retinopathy Grading. | Ismail El-Yamany, Abdelrahman Wael, Noha Adly, Marwan Torki |
| 2023 | ICASSP | Lit the Darkness: Three-Stage Zero-Shot Learning for Low-Light Enhancement with Multi-Neighbor Enhancement Factors. | Mariam Saeed, Marwan Torki |
| 2023 | ICIP | DAUT: Underwater Image Enhancement Using Depth Aware U-shape Transformer. | Mohamed Badran, Marwan Torki |
| 2023 | ISCC | The Effect of Non-Reference Point Cloud Quality Assessment (NR-PCQA) Loss on 3D Scene Reconstruction from a Single Image. | Mohamed Zaytoon, Marwan Torki |
| 2022 | ICIP | Ablation-CAM++: Grouped Recursive Visual Explanations for Deep Convolutional Networks. | Ahmed Salama, Noha Adly, Marwan Torki |
| 2022 | IJCNLP | Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks. | Mahmoud Yusuf, Marwan Torki, Nagwa M. El-Makky |
| 2022 | ICPR | Vision Transformers Based Classification for Glaucomatous Eye Condition. | Moustafa Wassel, Ahmed M. Hamdi, Noha Adly, Marwan Torki |
| 2022 | MICCAI | Diabetic Foot Ulcer Segmentation Using Convolutional and Transformer-Based Models. | Mariam E. Hassib, Maram Ali, Amina Mohamed, Marwan Torki, Mohamed E. Hussein |
| 2020 | AICCSA | AQAD: 17, 000+ Arabic Questions for Machine Comprehension of Text. | Adel Atef, Bassam Mattar, Sandra Sherif, Eman Elrefai, Marwan Torki |
| 2020 | AICCSA | A Character Aware Gated Convolution Model for Cloze-style Medical Machine Comprehension. | Reham Omar, Nagwa M. El-Makky, Marwan Torki |
| 2020 | WCNC | DeepCReg: Improving Cellular-based Outdoor Localization using CNN-based Regressors. | Karim El-Awaad, Mohamed Ezzeldin, Marwan Torki |
| 2019 | AICCSA | Spectrometer as an Ubiquitous Sensor for IoT Applications Targeting Food Quality. | Dina Samak, Sarah Jad, Nour Nabil, Amr Wassal, Marwan Torki |
| 2019 | IWCMC | Deep Convolutional Neural Network with Multi-Task Learning Scheme for Modulations Recognition. | Omar S. Mossad, Mustafa ElNainay, Marwan Torki |
| 2019 | PERCOM | WiDeep: WiFi-based Accurate and Robust Indoor Localization System using Deep Learning. | Moustafa Abbas, Moustafa Elhamshary, Hamada Rizk, Marwan Torki, Moustafa Youssef |
| 2018 | ACL | A Document Descriptor using Covariance of Word Vectors. | Marwan Torki |
| 2018 | AICCSA | A Supervised Learning Approach using the Combination of Semantic and Lexical Features for Arabic Community Question Answering. | Mahmoud Abdel-Latif, Mohamed Samir, Shady Abdel-Aziz, Mohamed Heeba, Ahmed Elmasry, Marwan Torki |
| 2018 | ICMLA | Imbalanced Toxic Comments Classification Using Data Augmentation and Deep Learning. | Mai Ibrahim, Marwan Torki, Nagwa M. El-Makky |
| 2018 | ICMLA | Interactive Image Segmentation Using Multimodal Regularized Kernel Embedding. | El Moatasem Madani, Marwan Torki |
| 2018 | ISCC | CNN based Indoor Localization using RSS Time-Series. | Mai Ibrahim, Marwan Torki, Mustafa ElNainay |
| 2017 | ECIR | QweetFinder: Real-Time Finding and Filtering of Question Tweets. | Ameer Albahem, Maram Hasanain, Marwan Torki, Tamer Elsayed |
| 2016 | WACV | A multi-modal feature fusion framework for kinect-based facial expression recognition using Dual Kernel Discriminant Analysis (DKDA). | Sherin Aly, A. Lynn Abbott, Marwan Torki |
| 2016 | WACV | Linear-time online action detection from 3D skeletal data using bags of gesturelets. | Moustafa Meshry, Mohamed E. Hussein, Marwan Torki |
| 2015 | BMVC | Multi-Modality Feature Transform: An Interactive Image Segmentation Approach. | Moustafa Meshry, Ahmed Taha, Marwan Torki |
| 2015 | ICIP | Seeded Laplacian: An interactive image segmentation approach using eigenfunctions. | Ahmed Taha, Marwan Torki |
| 2015 | WACV | Real-Time Multi-scale Action Detection from 3D Skeleton Data. | Amr Sharaf, Marwan Torki, Mohamed E. Hussein, Motaz El-Saban |
| 2014 | ICPR | Spatial-Visual Label Propagation for Local Feature Classification. | Tarek El-Gaaly, Marwan Torki, Ahmed M. Elgammal |
| 2013 | IJCAI | Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition. | Mohammad Abdelaziz Gowayyed, Marwan Torki, Mohamed Elsayed Hussein, Motaz El-Saban |
| 2013 | IJCAI | Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations. | Mohamed E. Hussein, Marwan Torki, Mohammad Abdelaziz Gowayyed, Motaz El-Saban |
| 2012 | ICPR | RGBD object pose recognition using local-global multi-kernel regression. | Tarek El-Gaaly, Marwan Torki |
| 2011 | ICCV | Regression from local features for viewpoint and pose estimation. | Marwan Torki, Ahmed M. Elgammal |
| 2010 | CVPR | Putting local features on a manifold. | Marwan Torki, Ahmed M. Elgammal |
| 2010 | CVPR | One-shot multi-set non-rigid feature-spatial matching. | Marwan Torki, Ahmed M. Elgammal |
| 2010 | ICPR | Learning a Joint Manifold Representation from Multiple Data Sets. | Marwan Torki, Ahmed M. Elgammal, Chan-Su Lee |