The bibliography below is refreshed from HAL. You can search within the publications by entering your keywords in the search bar. It includes records associated with the team’s HAL structures; some work may be missing if its affiliation is not recorded in HAL.
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2026 Imaging Neuroscience
Journal article
Mind the Brain Age: How Segmentation and Template Selection Reshape Structural Connectomes
Carlo Ferritto, Giulia Lioi, Pierre-Yves Jonin, and 1 more author
Imaging Neuroscience , Sep 2026
Conference / event
Tenslora: Tensor Alternatives for Low-Rank Adaptation
Axel Marmoret, Reda Bensaid, Jonathan Lys, and 2 more authors
In ICASSP 2026: IEEE International Conference on Acoustics, Speech, and Signal Processing , May 2026
Preprint / working paper
MONET: Modeling and Optimization of neural NEtwork Training from Edge to Data Centers IEEE Publication
Jérémy Morlier, Mathieu Leonardon, and Vincent Gripon
Mar 2026
working paper or preprint
European Navigation Conference…
Conference / event
Distortion-aware STAP adaptive beamforming for robust GNSS anti-jamming in high-dynamics environments
Elise Lagarde, Fabien Leborgne, Sarra Abedrrabba, and 6 more authors
In European Navigation Conference 2026 , Apr 2026
TMLR
Journal article
Insights From a Data-and Space-Agnostic Approach to Zero-Cost Proxies
Timotée Ly-Manson, Mathieu Leonardon, and Abdeldjalil Aïssa-El-Bey
Transactions on Machine Learning Research , Jun 2026
Preprint / working paper
Multimodal Connectomics Improves the Characterization of Alzheimer’s Disease-Related Network Alterations
Carlo Ferritto, Giulia Lioi, Pierre-Yves Jonin, and 1 more author
Oct 2026
working paper or preprint
Poster
A Preliminary Study on EEG-MR related artifcats
Gracia Khoury, Elise Bannier, Mathis Piquet, and 3 more authors
Jun 2026
Poster
Journal of NeuroEngineering and…
Journal article
Neurofeedback-Induced Network Plasticity in Motor and Default Mode Networks Correlates with Motor Recovery After Stroke
Alix Lamouroux, Julie Coloigner, Pierre Maurel, and 3 more authors
Journal of NeuroEngineering and Rehabilitation , Jun 2026
Surveillance, Etude et Reconnai…
Conference / event
Unsupervised detection of whale calls by nonnegative matrix factorization
Mahamat Nour Bachar Mahamat, Axel Marmoret, and Dorian Cazau
In Surveillance, Etude et Reconnaissance de l’Environnement mariN par Acoustique DiscrètE - SERENADE , Jun 2026
Conference / event
Domain-Invariant Representation Learning of Bird Sounds
Ilyass Moummad, Romain Serizel, Emmanouil Benetos, and 1 more author
In IEEE Xplore , May 2026
Conference / event
Unsupervised evaluation of deep audio embeddings for music structure analysis
Axel Marmoret
In Proceedings of the 23rd Sound and Music Computing Conference (SMC2026), Zagreb, November 2026, 242-249. Zagreb, Croatia. , Nov 2026
ACM SIGEnergy Energy Informatic…
Journal article
Flexible clustering of substations for accurate and rapid hybrid simulation of district heating
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, and 2 more authors
ACM SIGEnergy Energy Informatics Review , May 2026
ICASSP
Conference / event
Efficient Few-Shot Learning for Edge AI Via Knowledge Distillation on MobileViT
Shuhei Tsuyuki, Reda Bensaid, Jérémy Morlier, and 4 more authors
In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2026
Preprint / working paper
D5P4: Partition Determinantal Point Process for Diversity in Parallel Discrete Diffusion Decoding
Jonathan Lys, Vincent Gripon, Axel Marmoret, and 4 more authors
Sep 2026
working paper or preprint
Conference / event
Inner Loop Inference for Pretrained Transformers: Unlocking Latent Capabilities Without Training
Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, and 4 more authors
In 2026 34th European Signal Processing Conference (EUSIPCO) , Aug 2026
Conference / event
Residual Connections and the Causal Shift: Uncovering a Structural Misalignment in Transformers
Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, and 4 more authors
In 34th European Signal Processing Conference (EUSIPCO 2026) , Aug 2026
IEEE Geoscience and Remote Sens…
Journal article
Contrastive Learning for Seismic Horizon Tracking With Domain-Specific Priors
Alexandre Thouvenot, Lionel Boillot, and Vincent Gripon
IEEE Geoscience and Remote Sensing Letters , 2026
Conference / event
SLAD : Shared LoRA Adapters for Task Specific Distillation
Reda Bensaid, Yassir Bendou, Vincent Gripon, and 1 more author
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings , Jun 2026
Preprint / working paper
LLM meets Vision-Language Models for Zero-Shot One-Class Classification
Yassir Bendou, Giulia Lioi, Bastien Pasdeloup, and 4 more authors
Sep 2026
working paper or preprint
Preprint / working paper
Multimodal Object Detection via Probabilistic a priori Information Integration
Hafsa El Hafyani, Bastien Pasdeloup, Camille Yver, and 1 more author
Sep 2026
working paper or preprint
Preprint / working paper
Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach
Yassir Bendou, Lucas Drumetz, Vincent Gripon, and 2 more authors
Sep 2026
working paper or preprint
Preprint / working paper
Convolutional neural networks on irregular domains based on approximate vertex-domain translations
Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte, and 2 more authors
Sep 2026
working paper or preprint
Preprint / working paper
A neighborhood-preserving translation operator on graphs
Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte, and 2 more authors
Sep 2026
working paper or preprint
Preprint / working paper
What masking geometry works best for EEG foundation models?
Pierre Guetschel, Bruno Aristimunha, Yassine El Ouahidi, and 3 more authors
Oct 2026
working paper or preprint
Preprint / working paper
Do bioacoustic foudnation models hear though the noise ? SNR and generalization in underwater detection
Lucie Jean-Labadye, Nicolas Farrugia, Axel Marmoret, and 2 more authors
Oct 2026
working paper or preprint
UncertaiNLP 2026
Conference / event
Idiomatic Blind Spots in Discrete Diffusion Models
Joshua Chaz Rivera, Vincent Gripon, and Bastien Pasdeloup
In The Proceedings of the Third Workshop on Uncertainty-Aware NLP , Oct 2026
Thesis
Temporal, Spectral and Structure-Function Signatures of Brain Dynamics Across States of Consciousness
Venkatesh Subramani
May 2026
2025
Poster
Projet ”LATITUDE”.
L. Godet, Nicolas Farrugia, Joel BĂŞty, and 2 more authors
Jan 2025
Poster
Journal article
Multimodal learning–based reconstruction of high-resolution spatial wind speed fields
Matteo Zambra, Nicolas Farrugia, Dorian Cazau, and 2 more authors
Environmental Data Science , Jan 2025
ICASSP
Conference / event
Acoustic identification of individual animals with hierarchical contrastive learning
Ines Nolasco, Ilyass Moummad, Dan Stowell, and 1 more author
In ICASSP 2025: IEEE International Conference on Acoustics, Speech and Signal Processing , Apr 2025
Journal of NeuroEngineering and…
Journal article
EEG-fMRI neurofeedback versus motor imagery after stroke, a randomized controlled trial
Simon Butet, Mathis Fleury, Quentin Duché, and 7 more authors
Journal of NeuroEngineering and Rehabilitation , Mar 2025
Conference / event
Input Resolution Downsizing as a Compression Technique for Vision Deep Learning Systems
Jérémy Morlier, Mathieu Léonardon, and Vincent Gripon
In 2025 International Joint Conference on Neural Networks (IJCNN) , Jun 2025
Conference / event
Event Classification of Accelerometer Data for Industrial Package Monitoring with Embedded Deep Learning
Manon Renault, Hamoud Younes, Hugo Tessier, and 3 more authors
In COMPSAC 2025: IEEE 49th Annual Computers, Software, and Applications Conference , Jul 2025
Imaging Neuroscience
Journal article
Evaluating lesion-specific preprocessing pipelines for rs-fMRI in stroke patients: Impact on functional connectivity and behavioral prediction
Alix Lamouroux, Julie Coloigner, Pierre Maurel, and 2 more authors
Imaging Neuroscience , May 2025
Conference / event
Low-Latency Software Polar Encoders and Decoders for Short Blocklengths
Mathieu Leonardon, Mohammed El Houcine Ayoubi, Adrien Cassagne, and 2 more authors
In International Symposium on Topics in Coding (ISTC) , Aug 2025
GRETSI’25 - XXXe Colloque Franc… arXiv ↗ Conference / event
AutoMashup: Automatic Music Mashups Creation
Marine Delabaere, LĂ©a Miqueu, Michael Moreno, and 8 more authors
In GRETSI’25 - XXXe Colloque Francophone de Traitement du Signal et des Images , Aug 2025
GRETSI’25 - XXXe Colloque Franc…
Conference / event
Raining Words : Les modèles d’ASR peuvent-ils retranscrire les sous-genres de Metal ?
Bastien Pasdeloup and Axel Marmoret
In GRETSI’25 - XXXe Colloque Francophone de Traitement du Signal et des Images , Aug 2025
Poster
Apprentissage par transfert pour la détection et la classification automatiques de grandes baleines dans l’océan austral
Lucie Jean-Labadye, Gabriel Dubus, Dorian Cazau, and 3 more authors
Aug 2025
Poster
IEEE International Symposium on…
Conference / event
Bit-Width-Aware Design Environment for Few-Shot Learning on Edge AI Hardware
R. Kanda, Hugo Le Blevec, N. Onizawa, and 3 more authors
In 2025 IEEE International Symposium on Circuits and Systems (ISCAS) , May 2025
EUSIPCO
Conference / event
Integrating Functional and Structural Brain Connectomes: a novel multilayer graphs framework for Alzheimer’s disease classification
Carlo Ferritto, Giulia Lioi, Pierre-Yves Jonin, and 1 more author
In EUSIPCO 2025: 33rd European Signal Processing Conference , Sep 2025
NetSci 2025 - International Sch…
Conference / event
Optimized Multilayer Graphs for Integrating Functional and Structural Connectivity in Alzheimer’s Disease Classification
Carlo Ferritto, Pierre-Yves Jonin, Giulia Lioi, and 1 more author
In NetSci 2025 - International School and Conference on Network Science , Jun 2025
Imaging Neuroscience
Journal article
Structure–function coupling and decoupling during movie watching and resting state: Novel insights bridging EEG and structural imaging
Venkatesh Subramanian, Giulia Lioi, Karim Jerbi, and 1 more author
Imaging Neuroscience , Jan 2025
EUSIPCO
Conference / event
Data-driven identification of functional network changes in Neurofeedback stroke rehabilitation: A clinical validation of network-based statistics
Alix Lamouroux, Julie Coloigner, Pierre Maurel, and 3 more authors
In EUSIPCO 2025 Proceedings , Sep 2025
IEEE International Symposium on…
Conference / event
Towards Low-Latency Object Detection on Board Reactive Search-and-Rescue Drones
Ismail Amessegher, Arthur Gaudard, Kojo Nyamekye Anyinam-Boateng, and 10 more authors
In Proceedings of the 2025 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR) , Oct 2025
Journal of Clinical Medicine
Journal article
Performance of a Novel Computational Hyperemic Resistance Index Derived from Cardiac CT in Coronary Chronic Syndromes
Yahia Bellouche, Clement Benic, Sinda Hannachi, and 6 more authors
Journal of Clinical Medicine , 2025
Report
AI4CODE Technical Report - Deliverable D2.2
Charbel Abdel Nour, Stefan Weithoffer, Mathieu Leonardon, and 6 more authors
Oct 2025
CFA 2025 - 17e Congrès Français…
Conference / event
Supervised contrastive learning pour la détection et la classification automatique de grands cétacés dans l’Océan Austral
Gabriel Dubus, Lucie Jean-Labadye, Dorian Cazau, and 1 more author
In CFA 2025 - 17e Congrès Français d’Acoustique , Apr 2025
Acoustique sous-marine et navale, bioacoustique en milieu marin; GAPSUS - Acoustique Physique, Sous-Marine et Ultra-Sonore: GVB - Vibro acoustique et ContrĂ´le du Bruit: GBIO - Bioacoustique
Physiological Reports
Journal article
Proximal pulmonary artery wall shear stress derived from computational fluid dynamics: A noninvasive biomarker for CTEPH and perfusion mismatch
Yahia Bellouche, CĂ©cile Tromeur, Florent Le Ven, and 13 more authors
Physiological Reports , Nov 2025
BraYn 2025 - 8 th Conference, t…
Conference / event
Two Modalities, One Network: A Multilayer Graph Framework for Alzheimer’s Disease Biomarkers
Carlo Ferritto, Giulia Lioi, Pierre-Yves Jonin, and 1 more author
In BraYn 2025 - 8 th Conference, the Brainstorming Research Assembly for Young Neuroscientists , Oct 2025
SĂ©minaire annuel OHMI Nunavik
Conference / event
Passive acoustic monitoring of birds facing climate change in the Canadian Arctic
L. Godet, Joël Bêty, Nicolas Lecomte, and 2 more authors
In SĂ©minaire annuel OHMI Nunavik , Nov 2025
GRETSI2025
Conference / event
Réduction de la Résolution comme Technique de Compression pour les Systèmes d’Apprentissage Profond en Vision
Jérémy Morlier, Mathieu Leonardon, and Vincent Gripon
In GRETSI , Aug 2025
RSP ’25
Conference / event
A Prototyping Framework for P4-Programmable Traffic Managers
Karl La Grassa, André Béliveau, Mathieu Léonardon, and 3 more authors
In RSP ’25: Proceedings of the 36th International Workshop on Rapid System Prototyping , Sep 2025
Conference / event
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
Yassir Bendou, Amine Ouasfi, Vincent Gripon, and 1 more author
In 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2025
EUSIPCO
Conference / event
Signal-Informed Semi-Supervised 3D Segmentation for Subsurface Analysis
Alexandre Thouvenot, Lionel Boillot, and Vincent Gripon
In 2025 33rd European Signal Processing Conference (EUSIPCO) , Sep 2025
International Conference CISBAT
Conference / event
Validation of two distinct simulation models of district heating networks: application to efficient looping analysis
Dubon Rodrigue, Roberto Boghetti, Jérôme H Kämpf, and 4 more authors
In Journal of Physics: Conference Series, Volume 3140, 2025 , Sep 2025
Conference / event
REVE: A Foundation Model for EEG Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects
Yassine El Ouahidi, Jonathan Lys, Philipp Thölke, and 5 more authors
In Advances in Neural Information Processing Systems , Nov 2025
18th International Conference o…
Conference / event
Adjusting Classical BCI Paradigms Parameters to Optimize Performance with a Wearable Dry-Electrode EEG Device: Towards Operational Conditions
Lucas Benoit, Giulia Lioi, Yassine El Ouahidi, and 5 more authors
In Brain Informatics , Nov 2025
2025 IEEE International Confere…
Conference / event
EEG Correlates of Car Sickness in Naturalistic Driving Conditions
Lucas Benoit, Nicolas Farrugia, Eléonore Henry, and 2 more authors
In 2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) , Oct 2025
Journal article
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models
Reda Bensaid, Vincent Gripon, François Leduc-Primeau, and 3 more authors
Transactions on Machine Learning Research , Jun 2025
SFRMBM 2025 - 7ème congrès de l…
Conference / event
RĂ©Ă©ducation motrice post-AVC par neurofeedback EEG-IRMf
Quentin Duché, Simon Butet, Mathis Fleury, and 7 more authors
In SFRMBM 2025 - 7ème congrès de la Société Française de Résonance Magnétique en Biologie et Médecine , Mar 2025
Thesis
Few-shot learning : data selection, performance prediction and applications
Aymane Abdali
Feb 2025
2024 Annals of Mathematics and Artif…
Journal article
A metaheuristic for inferring a ranking model based on multiple reference profiles
Arwa Khannoussi, Alexandru-Liviu Olteanu, Patrick Meyer, and 1 more author
Annals of Mathematics and Artificial Intelligence , Feb 2024
Scientific Reports
Journal article
Unravelling individual rhythmic abilities using machine learning
Simone Dalla Bella, Stefan Janaqi, Charles-Etienne Benoit, and 5 more authors
Scientific Reports , 2024
Séminaire Sociétés Images & Sons
Conference / event
Photographier et phonographier : garder trace des paysages
Samuel Challéat, Nicolas Farrugia, Rémi Bénos, and 10 more authors
In Séminaire Sociétés Images & Sons , Jan 2024
Report
Rapport scientifique et financier de l’année 1 du projet OUTRENOIR : participation des populations habitantes à la caractérisation des socio-écosystèmes nocturnes des territoires réunionnais
Samuel Challéat, Rémi Bénos, Nicolas Farrugia, and 4 more authors
Jan 2024
European Robotics Forum
Conference / event
Simulating Aerial Event-based Environment: Application to Car Detection
Ismail Amessegher, Hajer Fradi, Clémence Liard, and 3 more authors
In Springer Proceedings in Advanced Robotics (SPAR,volume 32) , Mar 2024
Report
OUTRENOIR, une exploration des paysages sonores nocturnes Ă Cilaos et au TĂ©velave
Rémi Bénos, Samuel Challéat, Nicolas Farrugia, and 5 more authors
Apr 2024
Conference / event
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC
Lucas Grativol, Lubin Gauthier, Mathieu Leonardon, and 5 more authors
In ISCAS 2024: IEEE International Symposium on Circuits and Systems , May 2024
International Conference on Aut…
Conference / event
Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework
Timotée Ly-Manson, Mathieu Leonardon, Abdeldjalil Aissa El Bey, and 2 more authors
In Proceedings of the Third International Conference on Automated Machine Learning, PMLR , Sep 2024
Signal Processing
Journal article
Local Mixup: Interpolation of closest input signals to prevent manifold intrusion
Raphael Baena, Lucas Drumetz, and Vincent Gripon
Signal Processing , Jun 2024
37th International Conference o…
Conference / event
Leveraging Neural Networks in a Hybrid Model Predictive control framework for district heating networks
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, and 2 more authors
In Proceedings of the 37th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2024) , Jun 2024
Conference / event
FLoCoRA: Federated Learning Compression With Low-Rank Adaptation
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, and 2 more authors
In European Signal Processing Conference (EUSIPCO), 2024 32nd , Aug 2024
Conference / event
Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds
Ilyass Moummad, Nicolas Farrugia, Romain Serizel, and 2 more authors
In EUSIPCO 2024: 32nd European Signal Processing Conference , Aug 2024
EUSIPCO
Conference / event
FICUS: Few-shot image classification with unsupervised segmentation
Jonathan Lys, Frédéric Lin, Clément Béliveau, and 4 more authors
In EUSIPCO 2024: 32nd European Signal Processing Conference , Aug 2024
EUSIPCO
Conference / event
Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding
Yassine El Ouahidi, Giulia Lioi, Nicolas Farrugia, and 2 more authors
In EUSIPCO 2024: 32nd European Signal Processing Conference , Aug 2024
ISIVC 2024
Conference / event
On Diversity in Discriminative Neural Networks
Brahim Oubaha, Claude Berrou, Xueyao Ji, and 2 more authors
In ISIVC 2024: IEEE 12th International Symposium on Signal, Image, Video and Communications , May 2024
Software
nmf_audio_benchmark
Axel Marmoret
Aug 2024
GA 2024
Conference / event
Light pollution, a complex real-world problem to be tackled through an interdisciplinary approach
Samuel Challéat, Matthieu Renaud, Kévin Barré, and 18 more authors
In GA 2024: 32. IAU General Assembly, Session of the Executive Committee Working Group Dark and Quiet Sky Protection , Aug 2024
Poster
NaĂŻve Unsupervised Bioacoustics Signal Processing with Nonnegative Matrix Factorization
Axel Marmoret, Nicolas Farrugia, and Dorian Cazau
Jun 2024
Poster
Preprint / working paper
Domain-Invariant Representation Learning of Bird Sounds
Ilyass Moummad, Romain Serizel, Emmanouil Benetos, and 1 more author
Sep 2024
working paper or preprint
Journal article
Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning
Raphael Lafargue, Luke Anthony Smith, Franck Vermet, and 4 more authors
Transactions on Machine Learning Research , Sep 2024
Preprint / working paper
Few and Fewer: Learning better from few examples using fewer base classes
Raphael Lafargue, Yassir Bendou, Bastien Pasdeloup, and 4 more authors
Jan 2024
working paper or preprint
Energy and AI
Journal article
Topology reduction through machine learning to accelerate dynamic simulation of district heating
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, and 2 more authors
Energy and AI , Sep 2024
Other
Audiocarnet nmf_audio_benchmark
Axel Marmoret
Oct 2024
Poster
nmf_audio_benchmark: Benchmarking NMF algorithms on audio tasks
Axel Marmoret
Nov 2024
Poster
Journal of Open Source Software
Journal article
fMRIStroke: A preprocessing pipeline for fMRI Data from Stroke patients
Alix Lamouroux, Giulia Lioi, Julie Coloigner, and 2 more authors
Journal of Open Source Software , Nov 2024
World Ecoacoustic Congress
Conference / event
Silent\bulletCities : monitoring large scale changes in urban ecoacoustics during the covid lockdown using deep learning and passive acoustic monitoring
Nicolas Farrugia, Samuel Challéat, Amandine Gasc, and 2 more authors
In World Ecoacoustic Congress , Jul 2024
Scientific Reports
Journal article
Machine learning for pacemaker implantation prediction after TAVI using multimodal imaging data
Amine El Ouahidi, Yassine El Ouahidi, Pierre-Philippe Nicol, and 5 more authors
Scientific Reports , Oct 2024
Conference / event
Regularized Contrastive Pre-Training for Few-Shot Bioacoustic Sound Detection
Ilyass Moummad, Nicolas Farrugia, and Romain Serizel
In ICASSP 2024: IEEE International Conference on Acoustics, Speech and Signal Processing , Apr 2024
Conference / event
Self-Supervised Learning for Few-Shot Bird Sound Classification
Ilyass Moummad, Nicolas Farrugia, and Romain Serizel
In ICASSPW 2024: IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops , Apr 2024
Conference / event
Design Environment of Quantization-Aware Edge AI Hardware for Few-Shot Learning
R. Kanda, N. Onizawa, Mathieu Leonardon, and 2 more authors
In 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS) , Aug 2024
Conference / event
On Transfer in Classification: How Well do Subsets of Classes Generalize?
Raphael Baena, Lucas Drumetz, and Vincent Gripon
In EUSIPCO 2024: 32nd European Signal Processing Conference , Aug 2024
IEEE Transactions on Neural Sys…
Journal article
A Strong and Simple Deep Learning Baseline for BCI Motor Imagery Decoding
Yassine El Ouahidi, Vincent Gripon, Bastien Pasdeloup, and 3 more authors
IEEE Transactions on Neural Systems and Rehabilitation Engineering , 2024
2023 GRETSI 2023
Conference / event
Compression de réseaux de neurones pour l’apprentissage fédéré
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, and 2 more authors
In GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023
Conference / event
Convolutive Block-Matching Segmentation Algorithm with Application to Music Structure Analysis
Axel Marmoret, Jérémy E. Cohen, and Frédéric Bimbot
In Proceedings of the 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics October 22-25, 2023, New Paltz, NY, USA , Oct 2023
4 pages, 7 figures. To be published at WASPAA 2023. The associated toolbox is available at https://gitlab.imt-atlantique.fr/a23marmo/autosimilarity_segmentation/-/tree/WASPAA23
GRETSI 2023
Conference / event
Régularisation entropique des vecteurs de caractéristiques d’un réseau de neurones pour une meilleur transférabilité
Raphael Baena, Lucas Drumetz, and Vincent Gripon
In GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023
Conference / event
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables
Darshan C Ganji, Saad Ashfaq, Ehsan Saaboori, and 6 more authors
In CVPRW 2023: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops , Jun 2023
Séminaire de la Fédération de R…
Conference / event
L’Observatoire réunionnais de l’environnement nocturne. Discussion autour d’une démarche collective et transdisciplinaire
Samuel Challéat, Johan Milian, Kévin Barré, and 17 more authors
In Séminaire de la Fédération de Recherche ”Environnement et Société” , May 2023
Tracés : Revue de Sciences Huma…
Journal article
Construire et travailler un objet de recherche en interdisciplinarité : l’exemple de l’environnement nocturne à La Réunion
Samuel Challéat, Dany Lapostolle, Johan Milian, and 9 more authors
Tracés : Revue de Sciences Humaines , Jul 2023
Preprint / working paper
Neural representations of harmonic function in musical imagery
Tudor Popescu, Nicolas Farrugia, Hannes Ruge, and 4 more authors
Jul 2023
working paper or preprint
Report
Supervised contrastive learning for pre-training bioacoustic few-shot systems
Ilyass Moummad, Romain Serizel, and Nicolas Farrugia
May 2023
WASPAA 2023
Conference / event
Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning
Ilyass Moummad and Nicolas Farrugia
In WASPAA 2023: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , Oct 2023
ICASSP
Conference / event
Active Learning for Efficient Few-Shot Classification
Aymane Abdali, Vincent Gripon, Lucas Drumetz, and 1 more author
In ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing , Jun 2023
Conference / event
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities
Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, and 3 more authors
In ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing , Jun 2023
ICASSP
Conference / event
Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models
Raphael Baena, Lucas Drumetz, and Vincent Gripon
In ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing , Jun 2023
AISTATS
Conference / event
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification
Yuqing Hu, Stéphane Pateux, and Vincent Gripon
In Proceedings of Machine Learning Research (PMLR) , Apr 2023
Conference / event
Federated learning compression designed for lightweight communications
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, and 2 more authors
In ICECS 2023: IEEE 30th International Conference on Electronics, Circuits and Systems , Dec 2023
Poster
Compression Study on Federated Learning
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, and 2 more authors
May 2023
Poster
ICECS 2023
Conference / event
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA
Hugo Le Blevec, Mathieu LĂ©onardon, Hugo Tessier, and 1 more author
In ICECS 2023: IEEE 30th International Conference on Electronics, Circuits and Systems , Dec 2023
OCEANS 2023 - Limerick
Conference / event
Trainable dynamical estimation of above-surface wind speed using underwater passive acoustics
Matteo Zambra, Dorian Cazau, Nicolas Farrugia, and 4 more authors
In OCEANS 2023 - Limerick , Jun 2023
Preprint / working paper
Optimal design and operation of cruise ship multi-energy systems: an MILP formulation
Fred Gonsalves, Patrick Meyer, Romain Billot, and 2 more authors
Nov 2023
working paper or preprint
Journal article
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm
Axel Marmoret, Jérémy E Cohen, and Frédéric Bimbot
Transactions of the International Society for Music Information Retrieval , Nov 2023
Preprint / working paper
The nocturnal social-ecological systems of RĂ©union Island: challenges of knowledge and perspectives for action. Pre-proposal for a project in response to the AAPG2024 of the ANR.
Samuel Challéat, Johan Milian, Matthieu Renaud, and 15 more authors
Oct 2023
working paper or preprint
Pratiquer l’océan Indien la nuit
Conference / event
Habiter les paysages nocturnes dans les Hauts de La Réunion. Une expérimentation fondée sur l’approche mésologique de l’environnement nocturne
Samuel Challéat, Matthieu Renaud, Kévin Barré, and 18 more authors
In Pratiquer l’océan Indien la nuit , Nov 2023
Poster
Explorer les systèmes socio-écologiques nocturnes par les paysages sonores
Samuel Challéat, Johan Milian, Nicolas Farrugia, and 4 more authors
Jan 2023
Poster
Journée de restitution de l’app…
Conference / event
Explorer les systèmes socio-écologiques nocturnes par les paysages sonores
Samuel Challéat, Johan Milian, Nicolas Farrugia, and 4 more authors
In Journée de restitution de l’appel à projets 2022 “Sciences participatives en situation d’interdisciplinarité” , Jan 2023
Conference / event
Pretraining Representations for Bioacoustic Few-Shot Detection using Supervised Contrastive Learning
Ilyass Moummad, Romain Serizel, and Nicolas Farrugia
In Detection and Classification of Acoustic Scenes and Events 2023 , Sep 2023
On Air
Conference / event
Paysages sonores d’un monde confiné : le projet Silent Cities
Nicolas Farrugia, Samuel Challéat, Amandine Gasc, and 2 more authors
In On Air : cartographier et répertorier le monde et les paysages sonores, de l’acoustique à l’écoacoustique , Nov 2023
Webinaire de la Fédération des…
Conference / event
L’Observatoire de l’environnement nocturne du CNRS
Samuel Challéat, Johan Milian, Kévin Barré, and 18 more authors
In Webinaire de la Fédération des Parcs naturels régionaux de France , Jun 2023
GRETSI’23
Conference / event
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d’ensembles de données EEG de diverses dimensions
Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, and 3 more authors
In GRETSI’23: XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023
Poster
Learning the dynamic of clusters of vertices in a graph for District Heating Network simplification
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, and 2 more authors
Jun 2023
Poster
Graph Signal Processing Workshop
Conference / event
Learning the dynamic of clusters of vertices in a graph for District Heating Network simplification
Dubon Rodrigue, Mohamed Tahar Mabrouk, Bastien Pasdeloup, and 2 more authors
In Graph Signal Processing Workshop , 2023
Graph Signal Processing Workshop
Conference / event
Contrastive Learning using Random Walk Laplacian Matrix
Ilyass Moummad, Bastien Pasdeloup, and Nicolas Farrugia
In Graph Signal Processing Workshop , 2023
GRETSI
Conference / event
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d’ensembles de données EEG de diverses dimensions
Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, and 3 more authors
In GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images , 2023
GRETSI
Conference / event
Utilisation de processus ponctuels déterminantaux pour la sélection de parents dans un algorithme génétique : application à l’aide multi-critère à la décision
Miguel Guzman, Kadriye Nur Bakirci, Martin Rouesne, and 3 more authors
In GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images , 2023
GRETSI
Conference / event
Un modèle statistique pour prédire la généralisation dans des tâches de classification avec peu d’exemples
Yassir Bendou, Giulia Lioi, Bastien Pasdeloup, and 1 more author
In GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images , 2023
29° Colloque sur le traitement…
Conference / event
Co-conception d’un réseau de neurones convolutif de segmentation sémantique et de son architecture matérielle
Hugo Le Blevec, Mathieu Leonardon, Hugo Tessier, and 1 more author
In 29\textdegree Colloque sur le traitement du signal et des images , Aug 2023
Hearing Research
Journal article
Sound externalization in dynamic binaural listening: A comparative behavioral and EEG study
Tom Colas, Nicolas Farrugia, Etienne Hendrickx, and 1 more author
Hearing Research , Dec 2023
10th Convention of the European…
Conference / event
The Externalization Sensation in Binaural Listening : A Behavioral and ERP Study
Tom Colas, Nicolas Farrugia, Etienne Hendrickx, and 1 more author
In Proceedings of the 10th Convention of theEuropean Acoustics AssociationForum Acusticum 2023 , Sep 2023
GRETSI 2023
Conference / event
Apprentissage supervisé et contrastif de représentations à l’aide de réseaux siamois pour la classification hiérarchique
Ilyass Moummad and Nicolas Farrugia
In GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images , Aug 2023
EUSIPCO
Conference / event
A Statistical Model for Predicting Generalization in Few-Shot Classification
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, and 6 more authors
In EUSIPCO 2023: 31st European Signal Processing Conference , Sep 2023
Report
AI4CODE Technical Report - Deliverable D2.1
Raphaël Le Bidan, Charbel Abdel Nour, Elsa Dupraz, and 14 more authors
Apr 2023
29ème Colloque Francophone de T…
Conference / event
Understanding Few-Shot Neural Architecture Search with Zero-Cost Proxies
Timotée Ly-Manson, Mathieu Leonardon, and Abdeldjalil Aïssa-El-Bey
In 29ème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023) , Aug 2023
Conference / event
Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, and 4 more authors
In R0-FoMo: Workshop on Robustness of Few-shot and Zero-shot Learning in Foundation Models at NeurIPS 2023 , Dec 2023
ESC Congress
Conference / event
Machine-learning score to predict in-hospital outcomes in patients Hospitalized in Intensive Cardiac Care Unit
O Weizman, T Pezel, K Hamzi, and 12 more authors
In ESC Congress , 2023
Thesis
Convolutional neural networks pruning and its application to embedded vision systems
Hugo Tessier
Feb 2023
2022 GRETSI 2022
Conference / event
Le manchot, la banane et la bibliothèque. . . (de la désambiguïsation d’une tâche de classification avec un exemple)
Yassir Bendou, Lucas Drumetz, Vincent Gripon, and 2 more authors
In GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images , Sep 2022
Patent
Compression par régularisation sélective de réseaux de neurones pour la conduite autonome
Hugo Tessier, Thomas Hannagan, and Vincent Gripon
Mar 2022
Demandeur : PSA Automobiles Date de dépôt : 18/09/2020 N\textdegree de dépôt : FR20200009459
Patent
Compression par régularisation sélective de réseaux de neurones pour la conduite autonome
Hugo Tessier, Thomas Hannagan, and Vincent Gripon
Feb 2022
Demandeur : PSA Automobiles Date de dépôt : 05/08/2020 N\textdegree de dépôt : FR20200008284
Patent
Compression automatisée de réseaux de neurones pour la conduite autonome
Hugo Tessier, Thomas Hannagan, and Vincent Gripon
Feb 2022
Demandeur : PSA Automobiles Date de dépôt : 05/08/2020 N\textdegree de dépôt : FR20200008291
Journal de Neuroradiologie / Jo…
Journal article
How feasible is end-to-end deep learning for clinical neuroimaging?
Nicolas Farrugia
Journal de Neuroradiologie / Journal of Neuroradiology , Nov 2022
Conference / event
Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding
Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, and 3 more authors
In EUSIPCO 2022: 30th European Signal Processing Conference , Aug 2022
Preprint / working paper
Projet OUTRENOIR : Participation des populations habitantes à la caractérisation des socio-écosystèmes nocturnes des territoires réunionnais
Samuel Challéat, Johan Milian, Rémi Bénos, and 4 more authors
Feb 2022
working paper or preprint
Computers in Biology and Medicine
Journal article
Explicit and automatic ejection fraction assessment on 2D cardiac ultrasound with a deep learning-based approach
Olivier Moal, Emilie Roger, Alix Lamouroux, and 4 more authors
Computers in Biology and Medicine , Jul 2022
2021 Network Neuroscience
Journal article
Gradients of connectivity as graph Fourier bases of brain activity
Giulia Lioi, Vincent Gripon, Abdelbasset Brahim, and 2 more authors
Network Neuroscience , May 2021
2019 GRETSI
Conference / event
Décodeurs de codes polaires déclenchés par transfert de donnée
Mathieu Leonardon, Camille Leroux, Pekka Jääskeläinen, and 2 more authors
In GRETSI , Aug 2019
27ème colloque du GRETSI
Conference / event
Une approche basée incertitude pour transporter un signal d’un graphe à un autre
Bastien Pasdeloup, Hermina Petric Maretic, Mireille El Gheche, and 1 more author
In 27ème colloque du GRETSI , Aug 2019
2018 International Symposium of LabE…
Conference / event
Sons et lumières du Haut Vicdessos. La nuit au prisme d’une écologie du son et de la lumière artificielle
Samuel Challéat, Rémi Bénos, Alexis Laforge, and 4 more authors
In International Symposium of LabEx DRIIHM 2018 , Oct 2018