Alexis Lechervy

41 papers A* 4A 5B 7Misc 2Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A conf
A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation.
WACV
Lucas Deregnaucourt, Hind Laghmara, Alexis Lechervy, Samia Ainouz
2025 — conf
AI-Driven Prediction of Treatment Efficacy in Glioblastoma Using Medical Imaging.
PRIME@MICCAI
Noémie N. Moreau, Alexis Desmonts, Cyril Jaudet, Thomas Leleu, Alexandre G. Leclercq, Carole Brunaud, Dinu Stefan, Samuel Valable, Alexis Lechervy, Aurélien Corroyer-Dulmont
2025 Misc conf
CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification.
ICASSP
Youva Addad, Alexis Lechervy, Frédéric Jurie
2025 J jnl
Development and routine implementation of deep learning algorithm for automatic brain metastases segmentation on MRI for RANO-BM criteria follow-up.
NeuroImage
Loïse Dessoude, Raphaëlle Lemaire, Romain Andres, Thomas Leleu, Alexandre G. Leclercq, Alexis Desmonts, Typhaine Corroller, Amirath Fara Orou-Guidou, Luca Laduree, Loic Le Henaff, Joëlle Lacroix, Alexis Lechervy, Dinu Stefan, Aurélien Corroyer-Dulmont
2025 A* conf
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation.
EMNLP
François Ledoyen, Gaël Dias, Jérémie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir
2025 J jnl
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation.
CoRR
François Ledoyen, Gaël Dias, Jérémie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir
2025 J jnl
Inclusive Easy-to-Read Generation for Individuals with Cognitive Impairments.
CoRR
François Ledoyen, Gaël Dias, Alexis Lechervy, Jérémie Pantin, Fabrice Maurel, Youssef Chahir, Elisa Gouzonnat, Mélanie Berthelot, Stanislas Moravac, Armony Altinier, Amy Khairalla
2025 A conf
Inclusive Easy-to-Read Text Generation for Individuals with Cognitive Impairments.
ECAI
François Ledoyen, Gaël Dias, Alexis Lechervy, Jérémie Pantin, Fabrice Maurel, Youssef Chahir, Elisa Gouzonnat, Mélanie Berthelot, Stanislas Moravac, Armony Altinier, Amy Khairalla
2025 J jnl
Toward simplicity in dynamic inference: a critical study and redesign of early-exit networks.
Mach. Vis. Appl.
Youva Addad, Alexis Lechervy, Frédéric Jurie
2025 B conf
UNETRSal: Saliency Prediction with Hybrid Transformer-Based Architecture.
ACIVS
Azamat Kaibaldiyev, Jérémie Pantin, Alexis Lechervy, Fabrice Maurel, Youssef Chahir, Gaël Dias
2025 A* conf
WYSIWYG: What You See Is Where Your Gaze.
ACM Multimedia
Raphaëlle Lemaire, Azamat Kaibaldiyev, Eléonore Mariette, Débora Viglieri, Alexis Lechervy, Fabrice Maurel, Gaël Dias, Jérémie Pantin, Gaëtane Blaizot, Véronique Agin, Nicolas Poirel, Eric Bui, Hervé Platel, Denis Vivien, Youssef Chahir
2024 J jnl
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks.
CoRR
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
2024 J jnl
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks.
SN Comput. Sci.
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
2024 — conf
Balancing Accuracy and Efficiency in Budget-Aware Early-Exiting Neural Networks.
ICPR (6)
Youva Addad, Alexis Lechervy, Frédéric Jurie
2024 — conf
Structure-Preserving Transformers for Sequences of SPD Matrices.
EUSIPCO
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
2023 B conf
Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation.
AIME
Paul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard
2023 — conf
Multi-Exit Resource-Efficient Neural Architecture for Image Classification with Optimized Fusion Block.
ICCV (Workshops)
Youva Addad, Alexis Lechervy, Frédéric Jurie
2023 J jnl
Structure-Preserving Transformers for Sequences of SPD Matrices.
CoRR
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
2023 — conf
Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms.
CAIP (2)
Mathieu Seraphim, Paul Dequidt, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
2022 A* conf
Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations.
ACM Multimedia
Prince Jha, Gaël Dias, Alexis Lechervy, José G. Moreno, Anubhav Jangra, Sebastião Pais, Sriparna Saha
2021 A* conf
Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality.
SIGIR
Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal
2021 J jnl
Training face verification models from generated face identity data.
CoRR
Dennis Conway, Loïc Simon, Alexis Lechervy, Frédéric Jurie
2019 J jnl
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning.
CoRR
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018 B conf
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets.
ICMI
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018 J jnl
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets.
CoRR
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018 J jnl
CAKE: Compact and Accurate K-dimensional representation of Emotion.
CoRR
Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018 A conf
CAKE: a Compact and Accurate K-dimensional representation of Emotion.
BMVC
Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
2018 — conf
CentralNet: A Multilayer Approach for Multimodal Fusion.
ECCV Workshops (6)
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018 J jnl
CentralNet: a Multilayer Approach for Multimodal Fusion.
CoRR
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018 J jnl
Multi-Level Sensor Fusion with Deep Learning.
CoRR
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
2018 — conf
RPNet: An End-to-End Network for Relative Camera Pose Estimation.
ECCV Workshops (1)
Sovann En, Alexis Lechervy, Frédéric Jurie
2018 J jnl
RPNet: an End-to-End Network for Relative Camera Pose Estimation.
CoRR
Sovann En, Alexis Lechervy, Frédéric Jurie
2018 B conf
TS-NET: Combining Modality Specific and Common Features for Multimodal Patch Matching.
ICIP
Sovann En, Alexis Lechervy, Frédéric Jurie
2018 J jnl
TS-Net: Combining modality specific and common features for multimodal patch matching.
CoRR
Sovann En, Alexis Lechervy, Frédéric Jurie
2016 Misc conf
A joint learning approach for cross domain age estimation.
ICASSP
Binod Bhattarai, Gaurav Sharma, Alexis Lechervy, Frédéric Jurie
2016 A conf
MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval.
BMVC
Romain Negrel, Alexis Lechervy, Frédéric Jurie
2015 A conf
Boosted Metric Learning for Efficient Identity-Based Face Retrieval.
BMVC
Romain Negrel, Alexis Lechervy, Frédéric Jurie
2014 J jnl
Boosted kernel for image categorization.
Multim. Tools Appl.
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2012 B conf
Boosting kernel combination for multi-class image categorization.
ICIP
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2012 B conf
Linear kernel combination using boosting.
ESANN
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso
2010 B conf
Active Boosting for Interactive Object Retrieval.
ICPR
Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso