| 2026 | ICPR | MC-Depth: Modular and Compute-Efficient Monocular Depth Estimation for Outdoor On-Board Vehicle Perception Systems. | Marie-Claire Iatrides, Petra Gomez-Krmer, Olfa Ben Ahmed, Sylvain Marchand |
| 2025 | VISIGRAPP | Towards Resource-Efficient Deep Learning for Train Scene Semantic Segmentation. | Marie-Claire Iatrides, Petra Gomez-Krmer, Olfa Ben Ahmed, Sylvain Marchand |
| 2024 | ATSIP | Cross-Lingual Transfert Learning for Speech Emotion Recognition. | Imen Baklouti, Olfa Ben Ahmed, Raoudha Baklouti, Christine Fernandez |
| 2024 | ATSIP | Affordable Deep learning-based Leaf Disease Detection and Localization for Precision Agriculture. | Balkis Tej, Soulef Bouaafia, Olfa Ben Ahmed, Mohamed Ali Hajjaji, Abdellatif Mtibaa |
| 2024 | DATA | Cross-Lingual Low-Resources Speech Emotion Recognition with Domain Adaptive Transfer Learning. | Imen Baklouti, Olfa Ben Ahmed, Christine Fernandez-Maloigne |
| 2024 | ICAART | Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. | Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai |
| 2023 | FedCSIS | Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. | Zakaria Bairi, Kadda Beghdad Bey, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai |
| 2022 | ATSIP | Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech. | Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi |
| 2022 | ICIP | MRS-XNet: An Explainable One-Dimensional Deep Neural Network for Magnetic Spectroscopic Data Classification. | Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Adrien Julian, Rmy Guillevin |
| 2022 | MICCAI | MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain | Anouar Kherchouche, Olfa Ben Ahmed, Carole Guillevin, Benoit Tremblais, Christine Fernandez-Maloigne, Rmy Guillevin |
| 2022 | MICCAI | A Self-attentive Meta-learning Approach for Image-Based Few-Shot Disease Detection. | Achraf Ouahab, Olfa Ben Ahmed, Christine Fernandez-Maloigne |
| 2021 | ICAART | TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video. | Hajer Essefi, Olfa Ben Ahmed, Christel Bidet-Ildei, Yannick Blandin, Christine Fernandez-Maloigne |
| 2018 | CBMI | Deep Multimodal Features for Movie Genre and Interestingness Prediction. | Olfa Ben Ahmed, Benoit Huet |
| 2018 | CBMI | A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. | Olfa Ben Ahmed, Thierry Urruty, Nol Richard, Christine Fernandez-Maloigne |
| 2017 | ICMI | Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild. | Stefano Pini, Olfa Ben Ahmed, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara, Benoit Huet |
| 2015 | ICIP | Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. | Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michele Aliara, Gwenaelle Catheline |
| 2014 | CBMI | Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. | Olfa Ben Ahmed, Jenny Benois-Pineau, Michle Allard, Gwenaelle Catheline, Chokri Ben Amar |
| 2013 | CBMI | Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. | Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michle Allard, Gwenaelle Catheline |