| 2025 | AICCSA | Advanced Deep Learning Techniques for Evaluating OCT Image Quality and Detecting Retinal Pathologies. | Arij Mlaouhi, Zainab Haddad, Hsouna Zgolli, Hedi Tabia, Dsir Sidib, Nawres Khlifa |
| 2025 | ICAART | A Deep Learning Approach for Predicting the Response to Anti-VEGF Treatment in Diabetic Macular Edema Patients Using Optical Coherence Tomography Images. | Karima Garraoui, Ines Rahmany, Salah Dhahri, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | ICAART | Hybrid Siamese EfficientNet-B2 and Swin Transformer Network for OCT-Based Prediction of Anti-VEGF Response in Diabetic Macular Edema. | Karima Garraoui, Ines Rahmany, Hedi Tabia, Dsir Sidib, Hsouna Zgolli, Nawres Khlifa |
| 2025 | IROS | Spatio-Temporal Hyperbolic Aggregation Neural Network for Human Action Recognition. | Mohamed Sanim Akremi, Najett Neji, Hedi Tabia |
| 2024 | CoDIT | Explainable AI For Retinal Pathology Detection In OCT Images. | Zainab Haddad, Hsouna Zgolli, Dsir Sidib, Hedi Tabia, Nawres Khlifa |
| 2024 | ICIP | Temporal-Spatial SPDAGG Network For Skeleton-Based Human Action Recognition From Aerial Perspectives. | Mohamed Sanim Akremi, Najett Neji, Hedi Tabia |
| 2024 | ICIP | Draft - Distilled Recurrent All-Pairs Field Transforms For Optical Flow. | Yanick Christian Tchenko, Hicham Hadj-Abdelkader, Hedi Tabia |
| 2024 | IROS | SPDAGG-TransNet: Integrating Symmetric Positive Definite Networks with Transformers for UAV-Human Action Recognition | Mohamed Sanim Akremi, Najett Neji, Hedi Tabia |
| 2023 | CBMI | Automated Siamese Network Design for Image Similarity Computation. | Alexandre Heuillet, Hedi Tabia, Hichem Arioui |
| 2023 | CBMI | Action Text Diffusion Prior Network for Action Segmentation. | Danfeng Zhuang, Min Jiang, Hichem Arioui, Hedi Tabia |
| 2023 | IJCNN | RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. | Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia |
| 2023 | INISTA | Retinal pathologies detection in OCT images based on Bilinear convolutional neural network. | Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Dsir Sidib, Hedi Tabia, Nawres Khlifa |
| 2022 | IVCNZ | FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks. | Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid |
| 2021 | ICIP | Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. | Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed |
| 2021 | ICIP | Taylor Series Kernelized Layer for Fine-Grained Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2021 | ICONIP | Deep Kernelized Network for Fine-Grained Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2020 | ATSIP | Real time emotion recognition in video stream, using B-CNN and F-CNN. | Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa |
| 2020 | ICIP | Kernelized Dense Layers For Facial Expression Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2020 | ICIP | Dual Independent Classification For Sketch-Based 3D Shape Retrieval. | Moncef Zakaria Mouffok, Hedi Tabia, Ouassim Ait ElHara |
| 2018 | CVPR | 2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning. | Diogo C. Luvizon, David Picard, Hedi Tabia |
| 2018 | ECCV | Image Reassembly Combining Deep Learning and Shortest Path Problem. | Marie-Morgane Paumard, David Picard, Hedi Tabia |
| 2018 | ICIP | Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. | Marie-Morgane Paumard, David Picard, Hedi Tabia |
| 2014 | CVPR | Covariance Descriptors for 3D Shape Matching and Retrieval. | Hedi Tabia, Hamid Laga, David Picard, Philippe Henri Gosselin |
| 2014 | ICPR | Belief-Function-Based Framework for Deformable 3D-Shape Retrieval. | Halim Benhabiles, Hedi Tabia, Jean-Philippe Vandeborre |
| 2014 | ICPR | 3D Shape Classification Using Information Fusion. | Hedi Tabia, Ngoc-Son Vu |
| 2013 | BMVC | Fast Approximation of Distance Between Elastic Curves using Kernels. | Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin |
| 2013 | ICIP | 3D shape similarity using vectors of locally aggregated tensors. | Hedi Tabia, David Picard, Hamid Laga, Philippe Henri Gosselin |
| 2012 | ICPR | Motion histogram quantification for human action recognition. | Hedi Tabia, Michle Gouiffs, Lionel Lacassagne |
| 2010 | ICPR | 3D-Shape Retrieval Using Curves and HMM. | Hedi Tabia, Olivier Colot, Mohamed Daoudi, Jean-Philippe Vandeborre |