| 2026 | ICAART | Deep Feature Fusion Framework with Uncertainty Estimation and Explainable AI for Enhanced Lung Disease Detection. | Yasmine Ammar, Rim Walha, Fadoua Drira |
| 2026 | ICAART | A Neural Approach to ADHD Detection in Children: Enhanced EEG Analysis with Wavelet-Transformer Synergy. | Raja Dhiabi, Rim Walha, Fadoua Drira |
| 2025 | ISNCC | Handwritten Patterns in Children with Attention Deficit Hyperactivity Disorder: Hybrid Learning for Efficient Prediction. | Rim Walha, Rawia Baccouch, Fadoua Drira |
| 2024 | ICAART | SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. | Riadh Harizi, Rim Walha, Fadoua Drira |
| 2024 | ICAART | A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. | Rim Walha, Fadoua Drira, Rania Bedhief |
| 2015 | ICDAR | Joint denoising and magnification of noisy Low-Resolution textual images. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2014 | ICFHR | A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. | Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia |
| 2014 | ICPR | Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2013 | ICDAR | Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2013 | ICIAP | Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |