| 2024 | KES | DIFAIR: Towards Learning Differentiated Image Representations. | Quentin Christoffel, Aline Deruyver, Ali Ayadi, Anne Jeannin-Girardon |
| 2019 | ICLR | Robust Reinforcement Learning for Autonomous Driving. | Yesmina Jafra, Jean Luc Laurent, Aline Deruyver, Mohamed Saber Naceur |
| 2019 | ICMLA | Context-Aware Autonomous Driving Using Meta-Reinforcement Learning. | Yesmina Jafra, Aline Deruyver, Jean Luc Laurent, Mohamed Saber Naceur |
| 2017 | MVA | Skeletonization and 3D graph approach for thin objects recognition in pick and place tasks. | Pierre Willaume, Pierre Parrend, Etienne Gancel, Aline Deruyver |
| 2012 | ICARCV | Hierarchical classification-based radon road extraction (HCBRRE). | Aymen Sellaouti, Hmida Rojbani, Atef Hamouda, Cdric Wemmert, Aline Deruyver |
| 2011 | IC3K | Semantic Graphs and Arc Consistency Checking - The Renewal of an Old Approach for Information Extraction from Images. | Aline Deruyver, Yann Hod |
| 2002 | ICIP | Watershed and adaptive pyramid for determining the apple's maturity state. | Eric Laemmer, Aline Deruyver, Malgorzata Sowinska |
| 1998 | ICIP | A Morphological Model for Automatic Edge Detection: Comparison with ad-hoc Hysteresis Thresholding. | Aline Deruyver, Yann Hod |
| 1996 | ICPR | Automatic multi-thresholdable image segmentation by using separating bipoints. | Aline Deruyver, Yann Hod |
| 1995 | ICIP | Semantic graph and arc consistency in "true" three dimensional image labeling. | Aline Deruyver, Yann Hod |
| 1995 | ICIP | Temporal image fusion. | Yann Hod, Aline Deruyver, B. Bendriem, Nora D. Volkow |
| 1994 | ICIP | A Segmentation Technique for Cerebral NMR Images. | Aline Deruyver, Yann Hod, L. Soufflet |