| 2026 | ICPR | SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-Driven Deepfake Detection via Incremental Learning. | Hessen Bougueffa Eutamene, Abdellah Zakaria Sellam, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2025 | ACIVS | DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images. | Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2025 | ICIAP | Beyond Linear Bottlenecks: Spline-Based Knowledge Distillation for Culturally Diverse Art Style Classification. | Abdellah Zakaria Sellam, Salah Eddine Bekhouche, Cosimo Distante, Abdelmalik Taleb-Ahmed |
| 2025 | ICIAP | Single-Path Precision: Differentiable Bit-Width & Numeric-Format Learning for FPGA-Efficient Neural Networks. | Emanuel Trabes, Kawthar Dellel, Carlos Valderrama, Abdelmalik Taleb-Ahmed |
| 2025 | ICPRAM | Class-Specific Dataset Splitting for YOLOv8: Improving Real-Time Performance in NVIDIA Jetson Nano for Faster Autonomous Forklifts. | Chaouki Tadjine, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed, Yassin El Hillali |
| 2024 | ICPR | Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging. | Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Vinh Truong Hoang |
| 2024 | ICPR | Synthetic Image Detection Using Mixture of Knowledge Distillation from Vision-Language Models. | Hessen Bougueffa Eutamene, Wassim Hamidouche, Mamadou Keita, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2024 | ICPR | FIDAVL: Fake Image Detection and Attribution Using Vision-Language Model. | Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2023 | ICASSP | Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. | Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed |
| 2023 | INISTA | Automatic Bone Metastasis Classification: An in-depth Comparison of CNN and Transformer Architectures. | Marwa Afnouch, Olfa Gaddour, Fares Bougourzi, Yosr Hentati, Abdelmalik Taleb-Ahmed, Mohamed Abid |
| 2022 | ECCV | CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans. | Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed |
| 2022 | ICIAP | ILC-Unet++ for Covid-19 Infection Segmentation. | Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid |
| 2022 | ICIP | A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images. | Ruiwen He, Halim Benhabiles, Fryal Windal, Gal Even, Christophe Audebert, Dominique Collard, Abdelmalik Taleb-Ahmed |
| 2021 | EUSPN | Map-Matching-Based Localization Using Camera and Low-Cost GPS For Lane-Level Accuracy. | Rahmad Sadli, Mohamed Afkir, Abdenour Hadid, Atika Rivenq, Abdelmalik Taleb-Ahmed |
| 2021 | ICAART | LSTM-based System for Multiple Obstacle Detection using Ultra-wide Band Radar. | Amira Mimouna, Anouar Ben Khalifa, Ihsen Alouani, Abdelmalik Taleb-Ahmed, Atika Rivenq, Najoua Essoukri Ben Amara |
| 2021 | ICASSP | CNR-IEMN: A Deep Learning Based Approach to Recognise Covid-19 from CT-Scan. | Fares Bougourzi, Riccardo Contino, Cosimo Distante, Abdelmalik Taleb-Ahmed |
| 2020 | ACIVS | Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation. | Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb-Ahmed |
| 2019 | DATE | TrueView: A LIDAR Only Perception System for Autonomous Vehicle (Interactive Presentation). | Mohammed Yazid Lachachi, Mohamed Ouslim, Smal Niar, Abdelmalik Taleb-Ahmed |
| 2017 | CVPR | Personality Traits and Job Candidate Screening via Analyzing Facial Videos. | Salah Eddine Bekhouche, Fadi Dornaika, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed |
| 2016 | ATSIP | Anisotropy analysis of textures using wavelets transform and fractal dimension. | Soraya Zehani, Malika Mimi, Abdelmalik Taleb-Ahmed, Abida Toumi |
| 2016 | IECON | Towards a new standard in medical video compression. | Yassine Habchi, Abdeldjalil Ouahabi, Mohammed Beladgham, Abdelmalik Taleb-Ahmed |
| 2016 | IECON | New and robust method for trabecular bone texture based on fractal dimension. | Soraya Zehani, Abdeljalil Ouahabi, Mourad Oussalah, Malika Mimi, Abdelmalik Taleb-Ahmed |
| 2014 | ICCSA | Full Body Adjustment Using Iterative Inverse Kinematic and Body Parts Correlation. | Ahlem Bentrah, Abdelhamid Djeffal, Mohamed Chaouki Babahenini, Christophe Gillet, Philippe Pudlo, Abdelmalik Taleb-Ahmed |
| 2013 | CAIP | Fast Unsupervised Segmentation Using Active Contours and Belief Functions. | Foued Derraz, Laurent Peyrodie, Abdelmalik Taleb-Ahmed, Miloud Boussahla, Grard Forzy |
| 2012 | BIBE | Interactive binary active contours for prostate contour delineation. | Foued Derraz, Laurent Peyrodie, Abdelmalik Taleb-Ahmed, Grard Forzy |
| 2012 | ICIP | Fast globally supervised segmentation by active contours with shape and texture descriptors. | Foued Derraz, Jean-Philippe Thiran, Abdelmalik Taleb-Ahmed, Laurent Peyrodie, Grard Forzy |
| 2012 | ICISP | Segmentation of Prostate Using Interactive Finsler Active Contours and Shape Prior. | Foued Derraz, Abdelmalik Taleb-Ahmed, Azeddine Chikh, Christina Boydev, Laurent Peyrodie, Grard Forzy |
| 2011 | CIARP | Fast Finsler Active Contours and Shape Prior Descriptor. | Foued Derraz, Abdelmalik Taleb-Ahmed, Laurent Peyrodie, Grard Forzy, Christina Boydev |
| 2010 | CIARP | Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification. | Mohamed Khider, Abdelmalik Taleb-Ahmed, Boualem Haddad |
| 2009 | CIARP | Fast Unsupervised Texture Segmentation Using Active Contours Model Driven by Bhattacharyya Gradient Flow. | Foued Derraz, Abdelmalik Taleb-Ahmed, Antonio Pinti, Laurent Peyrodie, Nacim Betrouni, Azeddine Chikh, Fethi Bereksi-Reguig |
| 2009 | ICALT | Automatic Personalization of Learning Scenarios Using SVM. | El Amine Ouraiba, Azeddine Chikh, Abdelmalik Taleb-Ahmed, Zeyneb El Yebdri |
| 2009 | ICIP | A filter banks design using a multiobjecive genetic algorithm for an image coding scheme. | Abdelkader Boukhobza, Abdennacer Bounoua, Abdelmalik Taleb-Ahmed, Nasreddine Taleb |
| 2009 | ICIP | Unsupervised texture segmentation using active contours driven by the Chernoff gradient flow. | Foued Derraz, Abdelmalik Taleb-Ahmed, Nacim Betrouni, Azeddine Chikh, Antonio Pinti, Fethi Bereksi-Reguig |
| 2008 | ICISP | A Procedure for Efficient Generation of 1/f beta. | Youcef Ferdi, Abdelmalik Taleb-Ahmed |
| 2007 | BIBE | Improved edge map of geometrical active contour model based on coupling to anisotropic diffusion filtering. | Foued Derraz, Abdelmalik Taleb-Ahmed, Azeddine Chikh, Fethi Bereksi-Reguig |
| 2001 | ICIP | Semi-automatic segmentation of vessels by mathematical morphology: application in MRI. | Abdelmalik Taleb-Ahmed, Xavier Leclerc, T. Saint Michel |
| 1996 | MVA | A New Approach for Modelisation of Ellipsoidal-based Shape. | Eric Duquenoy, Abdelmalik Taleb-Ahmed, Yves Beral |
| 1994 | MVA | A Segmentation's Technique for Volumetric Calculation of Multiple Scleroses in Nuclear Magnetic Resonance Imaging. | Serge Reboul, Abdelmalik Taleb-Ahmed, S. Telliez, Dominique Caparros-Lefebvre, J. P. Pruvo, Jean-Paul Dubus |