Maxime Devanne

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 35

Top Venues

CoRR

Knowl. Inf. Syst.

AALTD@ECML/PKDD

ICPR

Lille University of Science and Technology, France (PHD)

Education History

Lille University of Science and Technology, France

PHD

Publications

Mihreteab Negash Geletu, Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger, Jean Dezert
Conflict Management in a Distance to Prototype-Based Evidential Deep Learning. BELIEF (2024)
Sao Mai Nguyen, Maxime Devanne, Olivier Remy-Neris, Mathieu Lempereur, André Thépaut
A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis. CoRR (2024)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics. CoRR (2024)
Tsegamlak Terefe Debella, Maxime Devanne, Jonathan Weber, Dereje Hailemariam Woldegebreal, Germain Forestier
Correction: Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 66 (2) (2024)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. PAKDD (Workshops) (2024)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 65 (11) (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. CoRR (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification. DSAA (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR (2023)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Enhancing Time Series Classification with Self-Supervised Learning. ICAART (3) (2023)
Mihreteab Negash Geletu, Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Mengesha Mamo Wogari, Jean-Philippe Lauffenburger
Evidential deep learning-based multi-modal environment perception for intelligent vehicles. IV (2023)
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD (2023)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Named Entity Recognition for peer-review disambiguation in academic publishing. ICICT (2023)
Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger
Real-time road detection implementation of UNet architecture for autonomous driving. IVMSP (2022)
Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD (2022)
Mouad Hamri, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Enhancing GNN Feature Modeling for Document Information Extraction Using Transformers. RRPR (2022)
Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. VISIGRAPP (4: VISAPP) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. Artif. Intell. Medicine 133 (2022)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters. Big Data (2022)
Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier
A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification. IJCNN (2022)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) (2022)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Semantics to the rescue of document-based XML diff: A JATS case study. Softw. Pract. Exp. 52 (6) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, C. Truntzer, V. Derangère, F. Ghiringhelli, Germain Forestier, Cédric Wemmert
Deep learning for colon cancer histopathological images analysis. Comput. Biol. Medicine 136 (2021)
Maxime Devanne, Sao Mai Nguyen, Olivier Rémy-Néris, Beatrice Le Gales-Garnett, Gilles Kermarrec, André Thépaut
A co-design approach for a rehabilitation robot coach for physical rehabilitation based on the error classification of motion errors. CoRR (2021)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Change Detection on JATS Academic Articles: An XML Diff Comparison Study. DocEng (2020)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Time Series Averaging Using Multi-Tasking Autoencoder. ICTAI (2020)
Maxime Devanne, Panagiotis Papadakis, Sao Mai Nguyen
Recognition of Activities of Daily Living via Hierarchical Long-Short Term Memory Networks. SMC (2019)
Maxime Devanne, Sao Mai Nguyen, Olivier Rémy-Néris, Beatrice Le Gales-Garnett, Gilles Kermarrec, André Thépaut
A Co-design Approach for a Rehabilitation Robot Coach for Physical Rehabilitation Based on the Error Classification of Motion Errors. IRC (2018)
Maxime Devanne, Sao Mai Nguyen
Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand their Physical Limitations. CoRR (2018)
Maxime Devanne, Sao Mai Nguyen
Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand Their Physical Limitations. ECCV Workshops (2) (2018)
Maxime Devanne, Stefano Berretti, Pietro Pala, Hazem Wannous, Mohamed Daoudi, Alberto Del Bimbo
Motion segment decomposition of RGB-D sequences for human behavior understanding. Pattern Recognit. 61 (2017)
Maxime Devanne, Sao Mai Nguyen
Multi-level motion analysis for physical exercises assessment in kinaesthetic rehabilitation. Humanoids (2017)
Maxime Devanne, Hazem Wannous, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala
Learning shape variations of motion trajectories for gait analysis. ICPR (2016)
Paul Audain Desrosiers, Mohamed Daoudi, Maxime Devanne
Novel generative model for facial expressions based on statistical shape analysis of landmarks trajectories. ICPR (2016)
Maxime Devanne, Hazem Wannous, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo
Combined shape analysis of human poses and motion units for action segmentation and recognition. FG (2015)
Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo
3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold. IEEE Trans. Cybern. 45 (7) (2015)
Maxime Devanne, Hazem Wannous, Stefano Berretti, Pietro Pala, Mohamed Daoudi, Alberto Del Bimbo
Space-Time Pose Representation for 3D Human Action Recognition. ICIAP Workshops (2013)

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Publication Activity (10 Years)

Top Topics

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Maxime Devanne