Julien Aubert (Chair of P. Reynaud-Bouret)
Research project
Estimating the learning process of the brain
#Hashtags
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Affiliation
CNRS, LJAD
Ali Ballout (Chair of A. Tettamanzi)
Research project
Active Learning for Axiom Discovery
#Hashtags
Ontology Learning for the Semantic Web,Possibilistic OWL Axiom Scoring, Support Vector Clustering, Active learning
Affiliation
Inria & UCA
Christos Bountzouklis (Chair of E. Di Bernardino)
Forest fire risk mapping using geospatial analysis and machine learning
#Hashtags
Environmental Risks, Forest Fires, Geomatics, Machine Learning
Affiliation
UCA, LJAD
Julie Charpenet (Chair of M. Teller)
Research project
Freedom of speech challenged by the moderating power of digital platforms
#Hashtags
Law, Artificial Intelligence, Freedom of Speech, Content Moderation, EU Intermediary Liability Framework, Fondamental Rights
Affiliation
UCA, GREDEG
Antoine Collin (Chair of P. Barbry)
Research project
Automatic celltype annotation for atlas construction
#Hashtags
Single Cell, Transcriptomic, Deep Learning, Cell Annotation, Lung Cell Aatlas
Affiliation
IMPC, CNRS
Ryan Cotsakis (Chair of E. Di Bernardino)
Research project
Open problems in spatio-temporal extreme-value modeling
#Hashtags
Macroscopic Traffic Flow Models, Hyperbolic Conservation Laws, Uncertainty Quantification, Bayesian Calibration, Parameter Estimation
Affiliation
UCA, LJAD
Hind Dadoun (Chair of N. Ayache)
Research project
AI-based real-time diagnostic aid for abdominal organs in ultrasound
#Hashtags
Ultrasound, Medical Image Analysis, Computer Vision, Deep Learning
Affiliation
Inria, Epione
Antonia Ettorre (Catherine Faron)
Research project
Artificial Intelligence for Education and Training: Knowledge Representation and Reasoning for the Development of Intelligent Services in Pedagogical Web Environments
#Hashtags
Education, Learning, Semantic Web, Graph Embeddings
Affiliation
UCA, i3S
Zhijie Fang (Chair of N. Ayache)
Research project
Statistical Learning for multimodal registration medical images
#Hashtags
Multi-Modal Image Registration, Image-Guided Therapy.
Affiliation
Inria, Epione
Etrit Haxholli (Chair of M. Lorenzi)
Research project
Exploring latent dynamical models for failure prediction in time-series of high-dimensional and heterogeneous data
#Hashtags
Anomaly Detection, Failure Prediction, Time Series, Latent Dynamical Models
Affiliation
Inria, Epione
Ashwin James (Alexandre Muzy)
Research project
Modeling and neuromorphic simulation of learning individuals based on the interaction between behavioral and neuronal activities
#Hashtags
Computational Neuroscience, Reinforcement Learning, Neuromorphic Computing
Affiliation
CNRS, I3S
Victor Jung (Chair of J-C. Régin)
Research project
Learning of Hidden Constraints
#Hashtags
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Affiliation
UCA, I3S
Victoriya Kashtanova (Chair of M. Sermesant)
Research project
Learning Cardiac 3D Electromechanical Dynamics with PDE-based Physiological Constraints for Data-Driven Personalized Predictions in Cardiology
#Hashtags
Cardio, Electrophysiology, Deep learning, Simulation
Affiliation
Inria, Epione
Yacine Khacef (Chair of C. Richard)
Research project
Distributed dark fiber optic sensing for smart cities monitoring
#Hashtags
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Affiliation
UCA, Lagrange
Bogdan Kozyrskiy (Chair of M. Filippone)
Research project
Freedom of speech challenged by the moderating power of digital platforms
#Hashtags
Law, Artificial Intelligence, Freedom of Speech, Content Moderation, EU Intermediary Liability Framework, Fondamental Rights
Affiliation
EURECOM
Huiyu Li (Chair of H. Delingette)
Machine Learning Methods for the Anonymization of health Data
#Hashtags
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Affiliation
Inria, Epione
Dingge Liang (Chair of C. Bouveyron)
Research project
Generative deep learning for network analysis
#Hashtags
Latent Generative Models, Representations Learning, Variational Auto-Encoders, Graph Neural Networks
Affiliation
UCA, Inria - MAASAI
David Loiseaux (Chair of J-D. Boissonnat)
Multivariate topological data analysis for statistical machine learning
#Hashtags
Topological and Geometrical Data Analysis, Persistent Homology, Geometric Inference, Machine Learning
Affiliation
Inria, Data Shape
Steve Malalel (Chair of J-C. Régin)
Research project
Decision-making process in a multi-objective environment including stochastic data
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Affiliation
UCA, I3S
Giulia Marchello (Chair of C. Bouveyron)
Research project
Statistical learning from dynamic bipartite networks with heterogeneous edges
#Hashtags
Co-clustering, Pharmacovigilance, Dynamic Count Matrices, Latent Block Model, Heterogeneous Data
Affiliation
Inria, MAASAI
Santiago Marro (Chair of S. Villata)
Argument-based explanatory dialogues for medicine
#Hashtags
NLP, Argument Mining, Argument Generation, Machine Learning, Deep Learning, Computational Linguistics
Affiliation
CNRS
Artem Mulukiov (Chair of B. Miramond)
Research project
Confrontation of self-organizing maps and neural networks A spikes for embodied calculus inspired by the brain
#Hashtags
Self-organizing Maps, Spiking Neural Networks, Braininspired Computing, Embodied Computing, Neuromorphic Engineering
Affiliation
UCA, LEAT
Angelo Rodio (G. Neglia)
Research project
Sustainable distributed machine learning
#Hashtags
Machine Learning, Consensus-based Distributed Optimization, Energy Footprint, Environmental Sustainability, Renewable Energies
Affiliation
Inria, NEO
Hugo Schmutz (Chair of O. Humbert)
Research project
Predicting immunotherapy response of lung cancer patients using deep semi-supervised learning
#Hashtags
Semi supervised Learning, Immunotherapy, Control Variates
Affiliation
UCA, Centre Antoine-Lacassagne
Boris Schminke (Chair of C. Simpson)
Research project
AI for finite algebraic structures
#Hashtags
Semigroups, Finite Structures, Universal Algebra, Denoising Autoencoders, Automated Theorem Proving, Reinforcement Learning
Affiliation
CNRS, LJAD
Vasiliki Stergiopoulou (Chair of L. Blanc-Féraud)
Research project
Learning and optimization for 3D+T super-resolution in fluorescent microscopy
#Hashtags
Optimization, Inverse Problems, Fluorescent Microscopy, Super-Resolution, Deep-Learning, Image Processing
Affiliation
CNRS, I3S
Valeriya Strizhkova (Chair of F. Bremond)
Research project
Emotion Detection using Deep Learning
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Affiliation
Inria, STARS
Amir Hossein Tavakoli (S. Demassey)
Research project
Hybrid combinatorial optimization and machine learning algorithms for energy-efficient water networks
#Hashtags
Combinatorial Optimization, Integer Nonlinear Programming, Machine Learning, Pump Scheduling, Network Design, Water Networks
Affiliation
MINES, CMA
Romain Tissot (Chair of J-P. Merlet)
Research project
Using IA and cable-driven parallel robots for the assistance to frail people and medical monitoring
#Hashtags
Cable-Driven parallel robots, Robotic, Deep-learning, Interval analysis
Affiliation
Inria, HEPAHISTOS
Paul Tourniaire (Chair of H. Delingette)
Research project
AI-based selection of imaging and biological markers predictive of therapy response in lung cancer
#Hashtags
Histopathology, Deep Learning, Multi-omics Data
Affiliation
Inria, Epione
Athanasios Vasileiadis (Chair of F. Delarue)
Research project
Mean field approach to MARL (Multi Agent Reinforcement Learning)
#Hashtags
Mean Field Games, Mean Field Control, Reinforcement Learning, N-player Games, Stochastic Games, Exploration Noise
Affiliation
UCA, LJAD
Cedric Vincent-Cuaz (Chair of R. Flamary)
Optimal Transport for structured data
#Hashtags
Machine Learning, Optimal Transport, Structured Data, Graph Representation Learning
Affiliation
Université Côte d'Azur
Alexandra Würth (Chair of P. Goatin)
Research project
AI for road traffic modeling and management
#Hashtags
Macroscopic Traffic Flow Models, Hyperbolic Conservation Laws, Uncertainty Quantification, Bayesian Calibration, Parameter Estimation
Affiliation
Inria, Acumes
Tong Zhao (Chair of P. Alliez)
Learning priors and metrics for 3D reconstruction of large-scale scenes
#Hashtags
Surface Reconstruction, Learning Priors
Affiliation
Inria, Titane
Ziming Liu (Philippe Martinet)
Research project
Representation of the environment in autonomous driving applications
#Hashtags
Deep Learning, Visual Depth Estimation, Localization, Optimization
Affiliation
Inria, ACENTAURI
Rémi Felin (Chair of A. Tettamanzi)
Research project
Evolutionary Axiom Discovery from Knowledge Graph
#Hashtags
Semantic web, Knowledge graphs, possibility theory, evolutionary algorithms
Affiliation
UCA, i3S
Riccardo Taiello (Chair of M. Lorenzi)
Research project
Data Structuration and Security in Large Scale Collaborative Healthcare Data Analysis
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Affiliation
Inria, Epione
Oualid Zari (Chair of M. Önen)
Research project
Adversarial Learning and Differantial Privacy
#Hashtags
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Affiliation
EURECOM
Pierpaolo Goffredo (Chair of S. Villata)
Research project
Natural language counter argumentation to fight online disinformation
#Hashtags
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Affiliation
CNRS, i3S
Nina Singlan (Jean Martinet)
Research project
Neuromorphic Visual Odometry for Intelligent Vehicles with a Bio-inspired Vision Sensor
#Hashtags
Computer-vision, Event-camera, Neuromorphic, Snn, Odometry
Affiliation
UCA
Kevin Mottin (Chair of M. Gori)
Research project
Learning to Explain - Explain to Learn (L2EE2L)
#Hashtags
Knowledge Representation, Explainability, Deep Learning, Machine Learning
Affiliation
UCA, I3S, INRIA - MAASAI
Benjamin Ocampo
Research project
Automatic detection of abusive content
#Hashtags
Natural Language Processing, Machine Learning, Argument Mining, Hate Speech Detection, Natural Language Generation
Affiliation
UCA, I3S
Zakarya El Khiyati (Jérémie Bec)
Research project
Reinforcement learning for the optimal locomotion of micro-swimmers in a complex chaotic environment
#Hashtags
Flagellated micro-swimmers, reinforcement learning, turbulence, optimization, active particles
Affiliation
Inria
Francesco Galati (Chair of M.A Zuluaga)
Research project
Interactive and Collaborative Learning for 3D Vessel Segmentation
#Hashtags
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Affiliation
EURECOM
Stefano Spaziani (Chair of P. Reynaud-Bouret)
Research project
Feasibility Engagement for NeuroMod application
#Hashtags
Functional Connectivity, Hawkes Processes, LFP Analysis, Study of Learning, Probability, Computational Neurosciences
Affiliation
CNRS
Lucia Innocenti (Chair of S. Ourselin)
Research project
Multi-centric AI-based frame-work for prostate cancer patients management on active surveillance through robust federated learning
#Hashtags
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Affiliation
Inria
Faysal Jayousi (Chair of Laure Blanc-Féraud)
Research project
Geometric and statistical analysis of fluorescent multispectral biological images for extracellular matrix phenotyping in tumor tissue
#Hashtags
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Affiliation
CNRS
Gonzague Radureau (Claire Michaut)
Research project
Machine learning for radiative hydrodynamics in astrophysics
#Hashtags
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Affiliation
UCA
Lisa Guzzi (Chair of Juliette Raffort-Lareyre)
Research project
Automatic segmentation of the vascular system to enhance AI-based decision support system for peripheral artery disease
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Affiliation
UCA