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Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation

Paul Dequidt , Mathieu Seraphim , Alexis Lechervy , Ivan Igor Gaez , Luc Brun , et al.
International Conference on Artificial Intelligence in Medicine, Jun 2023, Portoroz, Slovenia. pp.250-259, ⟨10.1007/978-3-031-34344-5_30⟩
Communication dans un congrès hal-04249277v1
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Boosted Metric Learning for Efficient Identity-Based Face Retrieval

Romain Negrel , Alexis Lechervy , Frédéric Jurie
26th British Machine Vision Conference, Sep 2015, Swansea, United Kingdom. ⟨10.5244/C.29.139⟩
Communication dans un congrès hal-01272248v1
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Boosting Kernel Combination for multi-class image categorization

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso
2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4
Communication dans un congrès hal-00753156v1
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An Occam’s Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets

Valentin Vielzeuf , Corentin Kervadec , Stéphane Pateux , Alexis Lechervy , Frédéric Jurie
ICMI (EmotiW) 2018, Oct 2018, Boulder, Colorado, United States
Communication dans un congrès hal-01854019v1
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Multi-Level Sensor Fusion with Deep Learning

Valentin Vielzeuf , Alexis Lechervy , Stéphane Pateux , Frédéric Jurie
IEEE Sensors Letters, 2018, 3 (1)
Article dans une revue hal-01910858v1
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Active Boosting for interactive object retrieval.

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso
International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1
Communication dans un congrès hal-00520294v1
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Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning

Valentin Vielzeuf , Alexis Lechervy , Stéphane Pateux , Frédéric Jurie
2019
Pré-publication, Document de travail hal-02342091v2
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RPNet: an End-to-End Network for Relative Camera Pose Estimation

Sovann En , Alexis Lechervy , Frédéric Jurie
European Conference on Computer Vision Workshops, Sep 2018, Munich, Germany
Communication dans un congrès hal-01879117v1
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Learning to classify materials using Mueller imaging polarimetry

Yvain Quéau , Florian Leporcq , Alexis Lechervy , Ayman Alfalou
Fourteenth International Conference on Quality Control by Artificial Vision (QCAV), May 2019, Mulhouse, France. pp.111720Z, ⟨10.1117/12.2516351⟩
Communication dans un congrès hal-02088951v2
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Boosting actif pour la recherche interactive d'images

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso
Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1
Communication dans un congrès hal-00520319v1

Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations

Prince Jha , Gaël Dias , Alexis Lechervy , Jose G. Moreno , Anubhav Jangra , et al.
30th ACM International Conference on Multimedia (ACM MM 2022), Oct 2022, Lisbonne, Portugal. pp.4406-4415, ⟨10.1145/3503161.3548299⟩
Communication dans un congrès hal-03720737v1
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Linear kernel combination using boosting

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6
Communication dans un congrès hal-00753155v1
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An Evidential Deep Network Based on Dempster-Shafer Theory for Large Dataset

Lucas Deregnaucourt , Alexis Lerchervy , Hind Laghmara , Samia Ainouz
Florentin Smarandache; Jean Dezert; Albena Tchamova. Advances and Applications of DSmT for Information Fusion: Collected Works(Volume 5), pp.907-914, 2023
Chapitre d'ouvrage hal-04448387v1
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CentralNet: a Multilayer Approach for Multimodal Fusion

Valentin Vielzeuf , Alexis Lechervy , Stéphane Pateux , Frédéric Jurie
European Conference on Computer Vision Workshops: Multimodal Learning and Applications, Sep 2018, Munich, Germany
Communication dans un congrès hal-01858560v1

Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms

Mathieu Seraphim , Paul Dequidt , Alexis Lechervy , Florian Yger , Luc Brun , et al.
Computer Analysis of Images and Patterns, Sep 2023, Limassol, Cyprus. pp.67-76, ⟨10.1007/978-3-031-44240-7_7⟩
Communication dans un congrès hal-04216925v1
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A JOINT LEARNING APPROACH FOR CROSS DOMAIN AGE ESTIMATION

Binod Bhattarai , Gaurav Sharma , Alexis Lechervy , Frédéric Jurie
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2016, Shanghai, China
Communication dans un congrès hal-01301390v1
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MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval

Romain Negrel , Alexis Lechervy , Frédéric Jurie
BMVC: British Machine Vision Conference 2016, Sep 2016, York, United Kingdom
Communication dans un congrès hal-01354994v1
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The Impact of Resampling and Denoising Deep Learning Algorithms on Radiomics in Brain Metastases MRI

Ilyass Moummad , Cyril Jaudet , Alexis Lechervy , Samuel Valable , Charlotte Raboutet , et al.
Cancers, 2022, 14 (1), pp.36. ⟨10.3390/cancers14010036⟩
Article dans une revue hal-03519111v1
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Boosted kernel for image categorization

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso
Multimedia Tools and Applications, 2013
Article dans une revue hal-00799068v1
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CAKE: Compact and Accurate K-dimensional representation of Emotion

Corentin Kervadec , Valentin Vielzeuf , Stéphane Pateux , Alexis Lechervy , Frédéric Jurie
Image Analysis for Human Facial and Activity Recognition (BMVC Workshop), Dr. Zhaojie Ju, Sep 2018, Newcastle, United Kingdom
Communication dans un congrès hal-01849908v2
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TS-NET: COMBINING MODALITY SPECIFIC AND COMMON FEATURES FOR MULTIMODAL PATCH MATCHING

Sovann En , Alexis Lechervy , Frédéric Jurie
ICIP, IEEE International Conference on Image Processing, Oct 2018, Athens, Greece
Communication dans un congrès hal-01804551v1
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Multi-Exit Resource-Efficient Neural Architecture for Image Classification with Optimized Fusion Block

Youva Addad , Alexis Lechervy , Frédéric Jurie
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Oct 2023, Paris, France. pp.1486-1491
Communication dans un congrès hal-04181149v2

Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality

Chinmay Rane , Gaël Dias , Alexis Lechervy , Asif Ekbal
44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, Virtual, China
Communication dans un congrès hal-03220228v1