Deep Learning for Computational Design in CMOS Imagers

Job DescriptionAs a PhD researcher in the field of active metasurfaces, you will be part of a collaborative project between INRIA and the CRHEA laboratory. Your main goal will be to develop numerical methods for the design and optimization of active metasurfaces, leveraging the capabilities of deep learning and artificial neural networks.Key...

Researcher Position in Computer Vision and Deep LearningAbout the Company: Inria is a leading organization in promoting scientific excellence and digital transformation, with a strong focus on cognitive vision systems.Research Team: The STARS research team at Inria is dedicated to advancing the field of computer vision and deep learning, with a focus on...

Job DescriptionAs a PhD researcher in the field of active metasurfaces, you will be part of a collaborative project between INRIA and the CRHEA laboratory. Your main goal will be to develop numerical methods for the design and optimization of active metasurfaces, leveraging the capabilities of deep learning and artificial neural networks.Key...

About the ProjectIn this project, we aim to develop novel federated learning algorithms that effectively address the challenges of data privacy and security in machine learning. We will explore the potentialities of compression in FL training, which can highly reduce the model dimension and provide a solution for a computation-efficient, private, and secure...

About the ProjectIn this project, we aim to develop novel federated learning algorithms that effectively address the challenges of data privacy and security in machine learning. We will explore the potentialities of compression in FL training, which can highly reduce the model dimension and provide a solution for a computation-efficient, private, and secure...

Job DescriptionContext and ObjectivesAs a research intern at INRIA, you will be part of a team developing advanced computational design methodologies for nanophotonics. Your mission will be to investigate the application of Artificial Neural Networks (ANNs) for reduced-order modeling in nanophotonics.Key ResponsibilitiesStudy existing ANN-based ROM methods...

Job DescriptionResearch Context and ObjectivesThe present doctoral project is part of a collaborative research endeavor between the Atlantis project-team from the Inria Research Center at Université Côte d'Azur and the CNRS-CRHEA laboratory in Sophia Antipolis, France.Atlantis is a joint research project between Inria and the Jean-Alexandre Dieudonné...

Job DescriptionContext and Key ResponsibilitiesThe PhD project is part of a collaborative research effort between INRIA and the CNRS-CRHEA laboratory in Sophia Antipolis, France. The project aims to develop novel numerical methods for the design and optimization of active metasurfaces, which are engineered materials that can control the behavior of...

Job DescriptionContext and Advantages of the PositionThe present doctoral project is part of a collaborative project between the Atlantis project-team from the Inria Research Center at Université Côte d'Azur and the CNRS-CRHEA laboratory in Sophia Antipolis, France.Atlantis is a joint project-team between Inria and the Jean-Alexandre Dieudonné Mathematics...

Research OpportunityWe are seeking a highly motivated PhD candidate to join our research team at INRIA, focusing on Topology Design for Decentralized Federated Learning.Context and ObjectivesThis PhD thesis is part of the Inria research initiative on Federated Learning, FedMalin. The goal is to propose algorithms for designing the communication topology in...

Job DescriptionContext and Key ResponsibilitiesThe PhD project is part of a collaborative research effort between INRIA and the CNRS-CRHEA laboratory in Sophia Antipolis, France. The project aims to develop novel numerical methods for the design and optimization of active metasurfaces, which are engineered materials that can control the behavior of...

Context and ObjectivesThis 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 FocusThe research activity will focus on proposing algorithms to design the communication topology for decentralized...

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...

Le descriptif de l’offre ci-dessous est en Anglais_ **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Ingénieur scientifique contractuel **Niveau d'expérience souhaité **:Jeune diplômé **A propos du centre ou de la direction fonctionnelle**: The Inria center at Université Côte d'Azur includes 42 research teams and 9 support...

Job DescriptionContext and Key ObjectivesThe development of cost-effective surrogate models is crucial for numerical simulations of electromagnetic wave propagation problems. These simulations rely on space discretization of Maxwell's equations using methods such as finite differences or finite elements. However, for complex and realistic three-dimensional...

Job DescriptionContext and Key ObjectivesThe development of cost-effective surrogate models is crucial for numerical simulations of electromagnetic wave propagation problems. These simulations rely on space discretization of Maxwell's equations using methods such as finite differences or finite elements. However, for complex and realistic three-dimensional...

Researcher Position in Computer VisionInria, a leading research institute in digital sciences, is seeking a highly motivated PhD researcher to join its STARS team. The successful candidate will contribute to the development of cutting-edge computer vision algorithms for image and video generation.Key ResponsibilitiesDesign and implement novel model...

Job DescriptionContext and Key ResponsibilitiesWe are seeking a highly motivated and skilled individual to join our team at INRIA as an intern in the field of reduced-order modeling for nanophotonics using artificial neural networks. The successful candidate will have the opportunity to work on a cutting-edge project that aims to develop an advanced...

Job DescriptionInria, a leading French research institute, is seeking a highly motivated PhD researcher to join its STARS team. The successful candidate will contribute to the development of cutting-edge computer vision algorithms for image and video generation.Research FocusThe PhD researcher will investigate novel model architectures for video generation,...

Job DescriptionContext and Key ResponsibilitiesWe are seeking a highly motivated PhD student to join our team at INRIA and contribute to the development of novel physics-based multilevel surrogate models for electromagnetic wave propagation. The successful candidate will work on designing and implementing efficient algorithms for training physics-informed...