| 2026 | WACV | SAIL: Self-supervised Learning of Lighting-Invariant Representations from Real Images with Latent Diffusion. | Hala Djeghim, Cline Loscos, Dsir Sidib |
| 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 | CVPR | ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap. | Hala Djeghim, Nathan Piasco, Moussb Bennehar, Luis Roldo, Dzmitry Tsishkou, Dsir Sidib |
| 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 |
| 2024 | CoDIT | Explainable AI For Retinal Pathology Detection In OCT Images. | Zainab Haddad, Hsouna Zgolli, Dsir Sidib, Hedi Tabia, Nawres Khlifa |
| 2024 | VISIGRAPP | A Comparative Evaluation of Self-Supervised Methods Applied to Rock Images Classification. | Van Thao Nguyen, Dominique Fourer, Dsir Sidib, Jean-Franois Lecomte, Souhail Youssef |
| 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 | ICPR | A hybrid multi-modal visual data cross fusion network for indoor and outdoor scene segmentation. | Sijie Hu, Fabien Bonardi, Samia Bouchafa, Dsir Sidib |
| 2020 | ICPR | Incorporating Depth Information into Few-Shot Semantic Segmentation. | Yifei Zhang, Dsir Sidib, Olivier Morel, Fabrice Mriaudeau |
| 2020 | ICPR | Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation. | Yifei Zhang, Dsir Sidib, Olivier Morel, Fabrice Mriaudeau |
| 2020 | ICPR | Polarimetric image augmentation. | Marc Blanchon, Olivier Morel, Fabrice Mriaudeau, Ralph Seulin, Dsir Sidib |
| 2020 | ICPR | P2D: a self-supervised method for depth estimation from polarimetry. | Marc Blanchon, Dsir Sidib, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Mriaudeau |
| 2019 | BMVC | Perspective-n-Learned-Point: Pose Estimation from Relative Depth. | Nathan Piasco, Dsir Sidib, Cdric Demonceaux, Valrie Gouet-Brunet |
| 2019 | ICIP | Geometric Camera Pose Refinement with Learned Depth Maps. | Nathan Piasco, Dsir Sidib, Cdric Demonceaux, Valrie Gouet-Brunet |
| 2019 | ICRA | Learning Scene Geometry for Visual Localization in Challenging Conditions. | Nathan Piasco, Dsir Sidib, Valrie Gouet-Brunet, Cdric Demonceaux |