| 2026 | ICPR | Visually Informed Text Representations for Visual Contextual Classification of Arts. | Raphalle Lemaire, Jrmie Pantin, Alexis Lechervy, Azamat Kaibaldiyev, Fabrice Maurel, Gal Dias, Youssef Chahir |
| 2025 | ACIVS | UNETRSal: Saliency Prediction with Hybrid Transformer-Based Architecture. | Azamat Kaibaldiyev, Jrmie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir, Gal Dias |
| 2025 | ECAI | Inclusive Easy-to-Read Text Generation for Individuals with Cognitive Impairments. | Franois Ledoyen, Gal Dias, Alexis Lechervy, Jrmie Pantin, Fabrice Maurel, Youssef Chahir, Elisa Gouzonnat, Mlanie Berthelot, Stanislas Moravac, Armony Altinier, Amy Khairalla |
| 2025 | EMNLP | Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation. | Franois Ledoyen, Gal Dias, Jrmie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir |
| 2025 | ICASSP | CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification. | Youva Addad, Alexis Lechervy, Frdric Jurie |
| 2025 | MICCAI | AI-Driven Prediction of Treatment Efficacy in Glioblastoma Using Medical Imaging. | Nomie N. Moreau, Alexis Desmonts, Cyril Jaudet, Thomas Leleu, Alexandre G. Leclercq, Carole Brunaud, Dinu Stefan, Samuel Valable, Alexis Lechervy, Aurlien Corroyer-Dulmont |
| 2025 | WACV | A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation. | Lucas Deregnaucourt, Hind Laghmara, Alexis Lechervy, Samia Ainouz |
| 2024 | ICPR | Balancing Accuracy and Efficiency in Budget-Aware Early-Exiting Neural Networks. | Youva Addad, Alexis Lechervy, Frdric Jurie |
| 2023 | AIME | Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation. | Paul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard |
| 2023 | CAIP | Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms. | Mathieu Seraphim, Paul Dequidt, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard |
| 2021 | SIGIR | Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality. | Chinmay Rane, Gal Dias, Alexis Lechervy, Asif Ekbal |
| 2018 | BMVC | CAKE: a Compact and Accurate K-dimensional representation of Emotion. | Corentin Kervadec, Valentin Vielzeuf, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2018 | ECCV | RPNet: An End-to-End Network for Relative Camera Pose Estimation. | Sovann En, Alexis Lechervy, Frdric Jurie |
| 2018 | ECCV | CentralNet: A Multilayer Approach for Multimodal Fusion. | Valentin Vielzeuf, Alexis Lechervy, Stphane Pateux, Frdric Jurie |
| 2018 | ICIP | TS-NET: Combining Modality Specific and Common Features for Multimodal Patch Matching. | Sovann En, Alexis Lechervy, Frdric Jurie |
| 2018 | ICMI | An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. | Valentin Vielzeuf, Corentin Kervadec, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2016 | BMVC | MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval. | Romain Negrel, Alexis Lechervy, Frdric Jurie |
| 2016 | ICASSP | A joint learning approach for cross domain age estimation. | Binod Bhattarai, Gaurav Sharma, Alexis Lechervy, Frdric Jurie |
| 2015 | BMVC | Boosted Metric Learning for Efficient Identity-Based Face Retrieval. | Romain Negrel, Alexis Lechervy, Frdric Jurie |
| 2012 | ESANN | Linear kernel combination using boosting. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |
| 2012 | ICIP | Boosting kernel combination for multi-class image categorization. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |
| 2010 | ICPR | Active Boosting for Interactive Object Retrieval. | Alexis Lechervy, Philippe Henri Gosselin, Frdric Precioso |