Alumni Axis 3: AI for secure and smart spaces

Christos Bountzouklis (Chair of E. Di Bernardino)

Research project
Forest fire risk mapping using geospatial analysis and machine learning

#Hashtags
Environmental Risks, Forest Fires, Geomatics, Machine Learning

Affiliation
CNRS

Andrea Castagnetti (Chair of B. Miramond)

Research project
Deep spiking neural networks for image denoising in smartphones

#Hashtags
Image Denoising, Convolutional Neural Networks, Spiking Neural Networks, Bio-inspired AI, Neuromorphic Architectures, Power Consumption

Affiliation
Université Côte d'Azur, LEAT

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, Fundamental Rights

Affiliation
Université Côte d'Azur, GREDEG

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
Université Côte d'Azur, LJAD

Daniel Inzunza (Chair of P. Goatin)

Research project
Advanced data-driven modelling for traffic flow accounting for emerging technologies

#Hashtags 
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Affiliation
Inria, ACUMES

Suhanya Jayaprakasam (Chair of D. Gesbert)

Research project
Learning and coordination at the wireless edge in future Iot

#Hashtags 
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Affiliation
EURECOM

Yacine Khacef (Chair of C. Richard)

Research project
Distributed dark fiber optic sensing for smart cities monitoring

#Hashtags 
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Affiliation
Université Côte d'Azur, Lagrange

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

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
Université Côte d'Azur, LEAT

Jan Premus (J-P. Ampuero)

Research project
AI for large inverse problems in earthquake science.

#Hashtags
Earthquake Source Model, Bayesian Inversion, Physics Based Neural Networks.

Affiliation
Université Côte d'Azur, Geoazur

Gonzague Radureau (Claire Michaut)

Research project
Machine learning for radiative hydrodynamics in astrophysics

#Hashtags 
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Affiliation
Université Côte d'Azur, 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
Université Côte d'Azur, i3S – Cofunded by the Digital Systems for Humans Graduate school (EUR DS4H)

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

Ayse Unsal (Chair of M. Önen)

Research project
Adversarial learning and anonymisation for federated machine learning

#Hashtags 
Adversarial Classification, Differential Privacy

Affiliation
EURECOM

Martijn Van Den Ende (Chair of C. Richard)

Research project
Distributed dark fiber optic sensing for smart cities monitoring

#Hashtags
Fiber Optic Sensing, Traffic Analysis, Urban Seismology

Affiliation
Université Côte d'Azur, Laboratoire Lagrange & Géoazur

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

 

Oualid Zari (Chair of M. Önen)

Research project
Adversarial Learning and Differantial Privacy

#Hashtags 
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Affiliation
EURECOM

Tong Zhao (Chair of P. Alliez)

Research project
Learning priors and metrics for 3D reconstruction

#Hashtags
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Affiliation
Inria