Postdoctoral Researcher in Interpretable Multi-Modal Embeddings for Rare Classes

il y a 4 semaines


Orsay, Île-de-France INRIA Temps plein

Job Description

The INRIA team is seeking a postdoctoral researcher to work on interpretable multi-modal embeddings for rare classes. The successful candidate will be responsible for developing and applying novel XAI approaches to semi-supervised learning in rare domains.

Key Responsibilities

  • Develop and apply novel XAI approaches to semi-supervised learning in rare domains
  • Collaborate with researchers from other OceanIA teams to leverage domain knowledge and ground relevant sub-concepts in the classifier latent space
  • Co-develop software/functionalities with Inria project teams and participate in their dissemination through Oceania meetings and ML conferences
  • Participate in the production of scientific articles and reports

Requirements

  • Good knowledge of Machine Learning
  • Fluent in PyTorch/TensorFlow
  • Flair for programming
  • Sense of teamwork

Benefits

  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available
  • Access to vocational training
  • Social security coverage

Salary

2788 € gross/month



  • Orsay, Île-de-France INRIA Temps plein

    About the PositionThe success of supervised machine learning has led to a new priority: explainable artificial intelligence. This project investigates directions for computer vision, including saliency maps and relevant sub-concepts for classes. However, multimodal embeddings have limitations in specific domains, such as biology and industrial environments....


  • Orsay, Île-de-France INRIA Temps plein

    Job Opportunity: Postdoctoral Researcher in Interpretable Machine LearningThe INRIA team is seeking a highly skilled postdoctoral researcher to work on a project focused on developing interpretable classifiers for rare classes in marine ecosystems. The successful candidate will have a strong background in machine learning and experience with...


  • Orsay, Île-de-France Institut Curie Temps plein

    Join Our Team at Institut CurieInstitut Curie is a leading research institution in the field of cancer research, and we are seeking a highly motivated postdoctoral researcher to join our team.About the ProjectWe are looking for a postdoctoral researcher with expertise in RNA biology to investigate the role of extracellular RNA in metastasis. The successful...


  • Orsay, Île-de-France Institut Curie Temps plein

    About the ResearchThe Institut Curie is a leading research center in the fight against cancer, with a strong international presence. Our team is focused on understanding the mechanisms that govern genome stability in response to DNA replication stress. We investigate how recombination, repair, chromatin, and RNA-based processes prevent genome instability...


  • Orsay, Île-de-France Institut Curie Temps plein

    About the ProjectThe Institut Curie is a leading research center in the fight against cancer, with a strong international presence. Our team is focused on understanding the mechanisms that govern genome stability in response to DNA replication stress. We investigate how recombination, repair, chromatin, and RNA-based processes prevent genome instability...


  • Orsay, Île-de-France Institut Curie Temps plein

    Research TeamThe Institut Curie is a leading research center in the field of cancer research. Our team is focused on understanding the mechanisms that govern genome stability in response to DNA replication stress. We investigate how recombination, repair, chromatin, and RNA-based processes prevent genome instability within the sub-nuclear architecture of the...


  • Orsay, Île-de-France Institut Curie Temps plein

    About the JobThe Institut Curie is a leading research center in the fight against cancer, with a strong international presence. We are seeking a highly motivated postdoctoral researcher to join our team and contribute to our research on genome stability and nuclear organization.Research ProjectThe successful candidate will work on a research project aimed at...


  • Orsay, Île-de-France Institut Curie Temps plein

    Research Opportunity at Institut CurieThe Institut Curie is a leading research center in the field of cancer research. Our team is focused on understanding the mechanisms that govern genome stability in response to replication stress. We are seeking a highly motivated postdoctoral researcher to join our team and contribute to our research efforts.About the...


  • Orsay, Île-de-France INRIA Temps plein

    Job DescriptionThe TAU/A&O team at INRIA is seeking a highly motivated postdoctoral researcher to join our team working on Machine Learning and data-based modeling. Our research program focuses on developing large-scale models for fluid simulations, and we are looking for a candidate with expertise in Machine Learning, Computational Fluid Dynamics, Applied...


  • Orsay, Île-de-France INRIA Temps plein

    Job Opportunity at INRIAThe TAU/A&O team at Inria, in collaboration with LISN, is seeking a highly motivated postdoctoral researcher to manage the operational aspects of a project focused on developing a Foundational Large Physics Model for fluid simulations.Key Responsibilities:Familiarize with existing solutions and study state-of-the-art approaches for...


  • Orsay, Île-de-France INRIA Temps plein

    Job Context and RequirementsThe TAU/A&O team at INRIA is seeking a highly motivated postdoctoral researcher to contribute to the development of a Foundational Large Physics Model for fluid simulations. This project aims to leverage machine learning methods to reduce computational costs and improve scalability.Key ResponsibilitiesFamiliarize with existing...


  • Orsay, Île-de-France Institut Curie Temps plein

    The Institut Curie is a leading research center in the field of cancer and genome stability. Our team is dedicated to understanding the mechanisms that govern genome stability in response to DNA replication perturbations.Our Research ProjectWe are seeking a highly motivated postdoctoral researcher to join our team and contribute to our research project on...


  • Orsay, Île-de-France INRIA Temps plein

    Job OpportunityWe are seeking a highly skilled postdoctoral researcher to contribute to the development of foundational large physics models for fluid simulations.About the RoleFamiliarize with existing solutions and state-of-the-art approaches for large models in science.Manage data generation, creating comprehensive training datasets from diverse CFD...


  • Orsay, Île-de-France Institut Curie Temps plein

    Company OverviewThe Institut Curie is a renowned research center dedicated to cancer research and treatment. With a hospital and a research center employing over 1000 experts, the institute aims to develop innovative solutions for cancer diagnosis, prognosis, and treatment.Job SummaryWe are seeking a highly motivated post-doctoral researcher to join our team...


  • Orsay, Île-de-France CNRS Temps plein

    Informations généralesTitre de l'offre : Chercheur postdoctoral en théorie géométrique et ergodique des groupesRéférence : UMR8628-CAMHOR-003MissionsLe chercheur postdoctoral travaillera au sein du Laboratoire de Mathématiques d'Orsay (Université Paris-Saclay), comme membre du projet ERC StG "Artin groups, mapping class groups and Out(Fn): from...


  • Orsay, Île-de-France Institut Curie Temps plein

    Institut Curie is a leading research and medical center with a strong international presence. Our team "RNA, Tumor Microenvironment and Metastasis" is part of the "Genome Integrity, RNA and Cancer" department in Orsay. We focus on the gene regulatory networks that promote metastatic niche establishment, aiming to advance our understanding of the early...


  • Orsay, Île-de-France CNRS Temps plein

    Offre de contrat postdoctoralL'offre concerne un contrat postdoctoral dans le domaine de la théorie géométrique et ergodique des groupes, ainsi que des algèbres d'opérateurs.MissionsLe candidat sélectionné travaillera au sein du Laboratoire de Mathématiques d'Orsay (Université Paris-Saclay) comme membre du projet ERC StG « Artin groups,...


  • Orsay, Île-de-France CNRS Temps plein

    Présentation du posteLe laboratoire de mathématiques d'Orsay (CNRS) recherche un(e) chercheur postdoctoral pour travailler sur le projet ERC StG Artin groups, mapping class groups and Out(Fn): from geometry to operator algebras via measure equivalence (porteur : Camille Horbez).Ce poste est lié à la théorie géométrique et ergodique des groupes et...


  • Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    At Westinghouse Electric Company LLC., we are seeking a highly skilled Data Privacy Manager EMEA to join our team. This role will be responsible for maintaining, enhancing, communicating and auditing Westinghouse's privacy program while promoting compliance with applicable privacy, data and information protection laws.The Data Privacy Manager EMEA will work...


  • Orsay, Île-de-France Westinghouse Electric Company LLC. Temps plein

    Project Management Director EMEAWestinghouse Electric Company LLC. is seeking a highly skilled and experienced Project Management Director EMEA to join our team. As a key member of our organization, you will be responsible for developing project management talents, managing dedicated active project managers, and driving regular portfolio-wide initiatives...