Alexis Lechervy

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

9h-index438citations62works0.82yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(16), Face and Expression Recognition(10), Face recognition and analysis(9), Radiomics and Machine Learning in Medical Imaging(9), Image Retrieval and Classification Techniques(8)

Publications62 total

UNETRSal: Saliency Prediction with Hybrid Transformer-Based Architecture
Lecture notes in computer science·2026Open Access
Intra-Modal Divergence-Weighted Distillation for Vision-Language Models
SPIRE - Sciences Po Institutional REpository·2025Open Access
AI-Driven Prediction of Treatment Efficacy in Glioblastoma Using Medical Imaging
Lecture notes in computer science·2025
WYSIWYG: What You See Is Where Your Gaze
2025
Inclusive Easy-to-Read Text Generation for Individuals with Cognitive Impairments
Frontiers in artificial intelligence and applications·2025Open Access
Toward simplicity in dynamic inference: a critical study and redesign of early-exit networks
Machine Vision and Applications·2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
arXiv (Cornell University)·2025Open Access
Toward Simplicity in Dynamic Inference: A Critical Study and Redesign of Early-Exit Networks
2025Open Access
CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification
2025· 1 cited
A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation
2025
Early characterization and prediction of glioblastoma and brain metastasis treatment efficacy using medical imaging-based radiomics and artificial intelligence algorithms
Frontiers in Oncology·2025· 4 citedOpen Access
Development and routine implementation of deep learning algorithm for automatic brain metastases segmentation on MRI for RANO-BM criteria follow-up
NeuroImage·2025· 1 citedOpen Access
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation
2025Open Access
Seednet: Simple Early Exiting Dynamic Neural Networks Without Bells and Whistles
SSRN Electronic Journal·2025Open Access
Intérêt de l'intelligence artificielle en imagerie médicale pour la prédiction de l'efficacité des traitements des glioblastomes
SPIRE - Sciences Po Institutional REpository·2024
Balancing Accuracy and Efficiency in Budget-Aware Early-Exiting Neural Networks
Lecture notes in computer science·2024· 1 citedOpen Access
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
arXiv (Cornell University)·2024Open Access
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
SN Computer Science·2024· 5 citedOpen Access
Structure-Preserving Transformers for Sequences of SPD Matrices
2024· 1 cited
Appariement d'images d'oeuvres d'Art avec descriptions textuelles variées
SPIRE - Sciences Po Institutional REpository·2024Open Access
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Frequent Co-authors

Frédéric Jurie(21), Valentin Vielzeuf(9), Stéphane Pateux(9), Aurélien Corroyer‐Dulmont(7), Cyril Jaudet(6), Mathieu Seraphim(6), Luc Brun(6), Olivier Etard(6), Philippe-Henri Gosselin(6), Youva Addad(5), Florian Yger(5), Fŕed́eric Precioso(5), Samuel Valable(4), Gaël Dias(4), Loïse Dessoude(4), Dinu Stefan(4), Sovann En(3), Corentin Kervadec(3), A. Batalla(3), Juliette Thariat(3)