Alexis Lechervy

According to our database, Alexis Lechervy authored at least 22 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks.

Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard

SN Comput. Sci., October, 2024

Structure-Preserving Transformers for Sequences of SPD Matrices.

Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

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, 2023

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

Proceedings of the Computer Analysis of Images and Patterns, 2023

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

Paul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

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

Prince Jha, Gaël Dias, Alexis Lechervy, José G. Moreno, Anubhav Jangra, Sebastião Pais, Sriparna Saha

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Training face verification models from generated face identity data.

Dennis Conway, Loïc Simon, Alexis Lechervy, Frédéric Jurie

CoRR, 2021

Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality.

Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2019

Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning.

Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie

CoRR, 2019

2018

Multi-Level Sensor Fusion with Deep Learning.

Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie

CoRR, 2018

An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets.

Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

TS-NET: Combining Modality Specific and Common Features for Multimodal Patch Matching.

Sovann En, Alexis Lechervy, Frédéric Jurie

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

CentralNet: A Multilayer Approach for Multimodal Fusion.

Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

RPNet: An End-to-End Network for Relative Camera Pose Estimation.

Sovann En, Alexis Lechervy, Frédéric Jurie

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

CAKE: a Compact and Accurate K-dimensional representation of Emotion.

Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2018, 2018

2016

A joint learning approach for cross domain age estimation.

Binod Bhattarai, Gaurav Sharma, Alexis Lechervy, Frédéric Jurie

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval.

Romain Negrel, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Boosted Metric Learning for Efficient Identity-Based Face Retrieval.

Romain Negrel, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Boosted kernel for image categorization.

Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso

Multim. Tools Appl., 2014

2012

Boosting kernel combination for multi-class image categorization.

Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Linear kernel combination using boosting.

Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2010

Active Boosting for Interactive Object Retrieval.

Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso

Proceedings of the 20th International Conference on Pattern Recognition, 2010