PhD Researcher in Computer Vision and Deep Learning

Researcher Position at INRIAInria, the French National Institute for computer science and applied mathematics, promotes scientific excellence for technology transfer and society. We are seeking a Ph.D. researcher with a strong background in computer vision, deep learning, and machine learning.MissionThe candidate will conduct research related to generative...

Contexte et atouts du poste Inria, the French National Institute for computer science and applied mathematics, promotes “scientific excellence for technology transfer and society”. Graduates from the world’s top universities, Inria's 2,700 employees rise to the challenges of digital sciences. With its open, agile model, Inria is able to explore...

Project OverviewThe position of PhD researcher in optimization research is part of a collaborative project between INRIA and the ANR SWAG-P project. The project focuses on the development of reduced-order modeling techniques for the robust design of gap plasmon resonators.The successful candidate will work on the development of novel optimization methods for...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria Université Côte d’Azur center counts 36 research teams as well as 7 support departments. The center's staff (about 500 people...

Research OpportunityThis PhD thesis is part of Inria's research initiative on Federated Learning, FedMalin. The PhD candidate will join the NEO project-team, positioned at the intersection of Operations Research and Network Science.Research ObjectivesThe goal of this PhD is to propose algorithms to design the communication topology for decentralized...

Job DetailsThis PhD research position is part of the INRIA research initiative on Federated Learning, FedMalin. The successful candidate will join the NEO project-team, which is positioned at the intersection of Operations Research and Network Science. The research activity will be supervised by Giovanni Neglia, Aurélien Bellet.Research ObjectivesThe goal...

About the PositionContext and RequirementsThe INRIA research center is seeking a highly skilled postdoctoral researcher to join our team and work on the dAIEDGE project, a European Union-funded network of excellence for distributed, trustworthy, efficient, and scalable AI at the edge.The successful candidate will have the opportunity to collaborate with our...

Research InitiativeThis PhD thesis is part of Inria's research initiative on Federated Learning, FedMalin. The PhD candidate will join the NEO project-team, positioned at the intersection of Operations Research and Network Science.Research ObjectivesThe goal of this PhD is to propose algorithms to design the communication topology for decentralized federated...

Job DescriptionWe are seeking a highly motivated postdoctoral researcher to join our team at INRIA to work on distributed machine learning at the network edge. The position is part of the EU-funded project dAIEDGE, which aims to develop distributed, trustworthy, efficient, and scalable AI at the Edge.The successful candidate will work with our team to...

Contexte et atouts du posteLequipe STARS de lInria recherche un stagiaire avec une solide formation en vision par ordinateur et apprentissage automatique.Le candidat est attendu pour mener des recherches liées aux modèles génératifs, y compris le développement dalgorithmes de vision par ordinateur pour la génération dimages et devidéos.Niveau :...

Job OfferINRIA is seeking a highly skilled Research Scientist to join our team in the development of novel topology-infused generative models for approximate galaxy map simulations. The successful candidate will work in the context of Topological Data Analysis (TDA) and Deep Generative Models (DGM), with a focus on multimodal variational autoencoders and...

Context and BenefitsTENORS is a Marie Skłodowska-Curie Doctoral Network / Joint Doctorate (2024-2027), offering 15 PhD positions in the field of tensor modelling and computation. The network partners are:Inria, Sophia Antipolis, FranceCNRS/LAAS, Toulouse FranceUniversity of Konstanz, GermanyMax Planck Institute, GermanyThe Arctic University of...

Context and Advantages of the PositionThe postdoctoral researcher will work on developing novel federated learning algorithms that effectively tackle the challenges of protecting user privacy and ensuring robustness against adversarial threats. The researcher will explore the potentialities of compression in FL training, aiming to provide a solution for a...

Research Position at INRIAThe Centre Inria d'Université Côte d'Azur is seeking a highly skilled Postdoctoral Researcher to join our team and contribute to the development of topology-infused generative models for galaxy map approximation.Context and RequirementsThe successful candidate will work under the supervision of Mathieu Carrière and...

Job Title: Postdoctoral Researcher in Topology-Infused Generative Models for Galaxy Map ApproximationJob Description:The successful candidate will work on developing mathematical frameworks and practical setups for applying Topological Data Analysis (TDA) methods, descriptors, and features in the context of deep generative models. A particular focus will be...

Project OverviewThe INRIA Research Center at Université Côte d'Azur and Institut Pascal at Université Clermont Auvergne are seeking a PhD candidate to work on a collaborative multidisciplinary project focused on the robust design of gap plasmon resonators. This project is part of the ANR SWAG-P project, which aims to develop efficient numerical methods...

About the Postdoctoral Research PositionThe postdoctoral research position in our team at INRIA is focused on distributed machine learning at the network edge. The successful candidate will work on designing and developing novel machine learning algorithms and systems that can operate efficiently and effectively in distributed edge environments. The position...

Project OverviewAs a postdoctoral research visitor in our team, you will work on developing novel federated learning algorithms to address the challenges of privacy and security in distributed machine learning systems. Our goal is to create a secure and efficient federated learning framework that can be applied in various domains, including healthcare,...

Project OverviewThe INRIA Research Center at Université Côte d'Azur and Institut Pascal at Université Clermont Auvergne are seeking a PhD candidate to work on a collaborative multidisciplinary project focused on the robust design of gap plasmon resonators. This project is part of the ANR SWAG-P project, which aims to develop efficient numerical methods...

Job Context and RequirementsThe successful candidate will work under the supervision of Mathieu Carrière at INRIA, with regular meetings organized with collaborators in Area Science Park, Trieste, Italy. The candidate will be located primarily at INRIA.Research MissionThe research will focus on developing theoretical interactions between Topological Data...