| 2024 | ICPR | Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods. | Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov |
| 2023 | CBMI | H²O: Heatmap by Hierarchical Occlusion. | Luc-Etienne Pomm, Romain Bourqui, Romain Giot |
| 2023 | CBMI | On the stability, correctness and plausibility of visual explanation methods based on feature importance. | Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Qunot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov |
| 2022 | GD | FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing. | Loann Giovannangeli, Frdric Lalanne, Romain Giot, Romain Bourqui |
| 2022 | ICPR | Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. | Korlan Rysbayeva, Romain Giot, Nicholas Journet |
| 2022 | IV | VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout. | Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber |
| 2022 | IV | Relative Confusion Matrix: Efficient Comparison of Decision Models. | Luc-Etienne Pomm, Romain Bourqui, Romain Giot, David Auber |
| 2021 | GD | Deep Neural Network for DrawiNg Networks, $${(DNN)^{\textit{2}\, }} $$. | Loann Giovannangeli, Frdric Lalanne, David Auber, Romain Giot, Romain Bourqui |
| 2021 | ICDAR | Hierarchical and Multimodal Classification of Images from Soil Remediation Reports. | Korlan Rysbayeva, Romain Giot, Nicholas Journet |
| 2021 | IV | Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task. | Loann Giovannangeli, Romain Giot, David Auber, Jenny Benois-Pineau, Romain Bourqui |
| 2020 | ICPR | Samples Classification Analysis Across DNN Layers with Fractal Curves. | Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber |
| 2018 | CVPR | CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. | Rmi Delassus, Romain Giot |
| 2017 | IV | Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs. | Romain Giot |
| 2016 | IV | Zoo Graph: A New Visualisation for Biometric System Evaluation. | Romain Giot, Romain Bourqui, Mohamad El-Abed |
| 2015 | ICDAR | Visual graph analysis for quality assessment of manually labelled documents image database. | Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard |
| 2015 | IV | Fast Graph Drawing Algorithm Revealing Networks Cores. | Romain Giot, Romain Bourqui |
| 2013 | CVPR | A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks. | Romain Giot, Christophe Rosenberger, Bernadette Dorizzi |
| 2012 | ICPR | Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI). | Romain Giot, Christophe Charrier, Maxime Descoteaux |
| 2010 | ICPR | Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition. | Romain Giot, Baptiste Hemery, Christophe Rosenberger |