| 2025 | VISIGRAPP | ConvKAN: Towards Robust, High-Performance and Interpretable Image Classification. | Achref Ouni, Chafik Samir, Yousef Bouaziz, Anis Fradi |
| 2024 | ICAART | A Novel Metric for Measuring Data Quality in Classification Applications. | Roxane Jouseau, Sbastien Salva, Chafik Samir |
| 2024 | ICAART | A New Metric for Measuring the Intrinsic Quality in Data Collected for Quantitative Classification. | Roxane Jouseau, Sbastien Salva, Chafik Samir |
| 2023 | PRICAI | Learning and Regression on the Grassmannian. | Anis Fradi, Chafik Samir |
| 2022 | IDEAL | On Studying the Effect of Data Quality on Classification Performances. | Roxane Jouseau, Sbastien Salva, Chafik Samir |
| 2019 | PRICAI | Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution Functions. | Chafik Samir, Jean-Michel Loubes, Anne-Franoise Yao, Franois Bachoc |
| 2018 | ICASSP | Manifold-Based Inference for a Supervised Gaussian Process Classifier. | Anis Fradi, Chafik Samir, Anne-Franoise Yao |
| 2016 | CVPR | A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. | Chafik Samir, Sebastian Kurtek, Justin D. Strait, Shantanu H. Joshi |
| 2016 | WACV | An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. | Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Noe Borges |
| 2014 | ICIP | An augmented representation of activity in video using semantic-context information. | Samir Khoualed, Thierry Chateau, Umberto Castellani, Chafik Samir |
| 2014 | ICPR | Piecewise-Bzier C1 Interpolation on Riemannian Manifolds with Application to 2D Shape Morphing. | Pierre-Yves Gousenbourger, Chafik Samir, Pierre-Antoine Absil |
| 2014 | ICPRAM | Statistical Shape Model for Simulation of Realistic Endometrial Tissue. | Sebastian Kurtek, Chafik Samir, Lemlih Ouchchane |
| 2013 | MICCAI | Contour-Based TVUS-MR Image Registration for Mapping Small Endometrial Implants. | Amir Yavariabdi, Chafik Samir, Adrien Bartoli, David Da Ines, Nicolas Bourdel |
| 2012 | IWCIA | Fast Level-Wise Convolution. | Damien Gonzalez, Rmy Malgouyres, Henri-Alex Esbelin, Chafik Samir |
| 2011 | IWCIA | A Simple and Flexible Mesh Parameterization Method. | Colin Cartade, Rmy Malgouyres, Christian Mercat, Chafik Samir |
| 2009 | MVA | Fitting Curves on Riemannian Manifolds Using Energy Minimization. | Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen |
| 2006 | ICASSP | 3D Face Recognition Using Shapes of Facial Curves. | Chafik Samir, Anuj Srivastava, Mohamed Daoudi |