Alexis Lechervy
Publications
Publications
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Intra-Modal Divergence-Weighted Distillation for Vision-Language ModelsThe British Machine Vision Conference (BMVC), Nov 2025, Sheffield, United Kingdom |
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Balancing Accuracy and Efficiency in Budget-Aware Early-Exiting Neural NetworksICPR, Dec 2024, Kolkota, India. pp.17-31, ⟨10.1007/978-3-031-78172-8_2⟩ |
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Inclusive Easy-to-Read Generation for Individuals with Cognitive Impairments28th European Conference on Artificial Intelligence (ECAI 2025), European Association for Artificial Intelligence (EurAI); Italian Association for Artificial Intelligence (AIxIA), Oct 2025, Bologne, Italy |
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Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation30th Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2025, Suzhou, China, China |
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UNETRSal: Saliency Prediction with Hybrid Transformer-Based ArchitectureAdvanced Concepts for Intelligent Vision Systems (ACIVS), Jul 2025, Tokyo (JP), Japan |
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A Conflict-Guided Evidential Multimodal Fusion for Semantic SegmentationIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Feb 2025, Tucson (AZ), United States |
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Structure-Preserving Transformers for Sequences of SPD MatricesEuropean Signal Processing Conference (EUSIPCO) 2024, European Association For Signal Processing (EURASIP), Aug 2024, Lyon, France. pp.1451-1455 |
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Appariement d'images d'oeuvres d'Art avec descriptions textuelles variéesJoint CAP and RFIAP 2024 Conferences, Université de Lille, Jul 2024, Lille, France |
Intérêt de l'intelligence artificielle en imagerie médicale pour la prédiction de l'efficacité des traitements des glioblastomesJournée annuelle de l'axe 3 "Imagerie et adaptation thérapeutique" du Cancéropôle Nord-Ouest, Dec 2024, Rouen, France |
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Analyse automatique de l'état de sommeil sur données EEG par utilisation de Transformers et de matrices de covariance19ème Colloque ORASIS (ORASIS 2023) :, journées francophones des jeunes chercheurs en vision par ordinateur,, Laboratoire d'Informatique et Systèmes UMR7020, May 2023, Carqueiranne, France |
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Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency RepresentationInternational Conference on Artificial Intelligence in Medicine, Jun 2023, Portoroz, Slovenia. pp.250-259, ⟨10.1007/978-3-031-34344-5_30⟩ |
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Analyse automatique de l'état de sommeil sur données EEG par utilisation de Transformers et de matrices de covarianceORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France |
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Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention MechanismsComputer Analysis of Images and Patterns, Sep 2023, Limassol, Cyprus. pp.67-76, ⟨10.1007/978-3-031-44240-7_7⟩ |
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Multi-Exit Resource-Efficient Neural Architecture for Image Classification with Optimized Fusion BlockProceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Oct 2023, Paris, France. pp.1486-1491 |
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Fusion multimodale centrale RGB-polarimétrique pour l'analyse de scènes routières dans des conditions météorologiques dégradées19è journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2023), May 2023, Carqueiranne, France |
Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations30th ACM International Conference on Multimedia (ACM MM 2022), Oct 2022, Lisbonne, Portugal. pp.4406-4415, ⟨10.1145/3503161.3548299⟩ |
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Impact d’un algorithme de machine learning de resampling sur les radiomiques en IRMJournée thématique Santé et Sciences du numérique, Jun 2021, Caen, France |
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Impact d’un algorithme de machine learning de resampling sur les radiomiques en IRM13èmes journées scientifiques du Cancéropôle Nord-Ouest, Oct 2021, Deauville, France |
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Impact du débruitage par intelligence artificiel sur les radiomics extrait d’examen PET au FDGJournées Scientifiques de la SFPM 2021, Jun 2021, e-congrès, France |
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Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, Virtual, China |
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Impact d’un algorithme de machine learning de resampling sur les radiomiques en IRM14th edition of the Cancéropôle Grand Ouest workshop, Sep 2021, Deauville, France |
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Learning to classify materials using Mueller imaging polarimetryFourteenth International Conference on Quality Control by Artificial Vision (QCAV), May 2019, Mulhouse, France. pp.111720Z, ⟨10.1117/12.2516351⟩ |
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An Occam’s Razor View on Learning Audiovisual Emotion Recognition with Small Training SetsICMI (EmotiW) 2018, Oct 2018, Boulder, Colorado, United States |
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CentralNet: a Multilayer Approach for Multimodal FusionEuropean Conference on Computer Vision Workshops: Multimodal Learning and Applications, Sep 2018, Munich, Germany |
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CAKE: Compact and Accurate K-dimensional representation of EmotionImage Analysis for Human Facial and Activity Recognition (BMVC Workshop), Dr. Zhaojie Ju, Sep 2018, Newcastle, United Kingdom |
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TS-NET: COMBINING MODALITY SPECIFIC AND COMMON FEATURES FOR MULTIMODAL PATCH MATCHINGICIP, IEEE International Conference on Image Processing, Oct 2018, Athens, Greece |
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RPNet: an End-to-End Network for Relative Camera Pose EstimationEuropean Conference on Computer Vision Workshops, Sep 2018, Munich, Germany |
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MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face RetrievalBMVC: British Machine Vision Conference 2016, Sep 2016, York, United Kingdom |
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A JOINT LEARNING APPROACH FOR CROSS DOMAIN AGE ESTIMATIONIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2016, Shanghai, China |
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Boosted Metric Learning for Efficient Identity-Based Face Retrieval26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom. ⟨10.5244/C.29.139⟩ |
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Boosting Kernel Combination for multi-class image categorization2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4 |
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Linear kernel combination using boostingEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6 |
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Boosting actif pour la recherche interactive d'imagesReconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1 |
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Active Boosting for interactive object retrieval.International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1 |
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CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification2025 |
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Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks2024 |
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Training face verification models from generated face identity data2021 |
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Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning2019 |
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An Evidential Deep Network Based on Dempster-Shafer Theory for Large DatasetFlorentin Smarandache; Jean Dezert; Albena Tchamova. Advances and Applications of DSmT for Information Fusion: Collected Works(Volume 5), pp.907-914, 2023 |