Post-Doctoral Research Visit F/M Post doctoral fellow in computer vision / deep learning: deepfake detection

Inria

France

October 14, 2022

Description

2022-05361 - Post-Doctoral Research Visit F/M Post doctoral fellow in computer vision / deep learning: deepfake detection

Level of qualifications required : PhD or equivalent

Fonction : Post-Doctoral Research Visit

About the research centre or Inria department

The Inria Sophia Antipolis - Méditerranée center counts 34 research teams as well as 8 support departments. The center's staff (about 500 people including 320 Inria employees) is made up of scientists of different nationalities (250 foreigners of 50 nationalities), engineers, technicians and administrative staff. 1/3 of the staff are civil servants, the others are contractual agents. The majority of the center's research teams are located in Sophia Antipolis and Nice in the Alpes-Maritimes. Four teams are based in Montpellier and two teams are hosted in Bologna in Italy and Athens. The Center is a founding member of Université Côte d'Azur and partner of the I-site MUSE supported by the University of Montpellier.

Context

The Inria STARS team is seeking for a Post Doctoral researcher with strong background in computer vision. We are especially interested in candidates with background in computer vision, deep learning, machine learning and applied mathematics.

The candidate is expected to conduct research related to generative models, and specifically generation of facial images and videos, i.e., deepfakes.

The recruitee will mainly work with Antitza Dantcheva, but beyond that, he/she will be able to collaborate with members of the STARS team. Support for traveling e.g. to conferences or other scientific meetings is provided.

Assignment

Tasks involved:

  • Revisiting generation algorithms.
  • Proposing extensions to such algorithms.
  • Publications.
  • Main activities

    The Inria STARS team is seeking for a Post Doctoral researcher with strong background in computer vision and mathematics. We are especially interested in candidates with strong background in computer vision, deep learning, machine learning and applied mathematics.

    Team

    The STARS research team combines advanced theory with cutting edge practice focusing on cognitive vision systems.

    Team web site

    https: // team.inria.fr/stars/

    Skills

    Candidates must hold a Ph.D. in Computer Science or a closely related discipline. Candidates must also show evidence of research productivity (e.g. papers, patents, presentations, etc.) at the highest level.

    The candidate must be grounded in the basics of computer vision, have solid mathematical and programming skills. The candidate must be committed to scientific research and strong publications.

    Benefits package
  • Subsidised catering service
  • Partially-reimbursed public transport
  • Social security
  • Paid leave
  • Flexible working hours
  • Sports facilities
  • Remuneration
  • Gross Salary: 2746 € per month
  • Duration: 12 months
  • Location: Inria Sophia Antipolis, France
  • General Information
  • Theme/Domain : Vision, perception and multimedia interpretation Instrumentation et expérimentation (BAP C)

  • Town/city : Sophia Antipolis

  • Inria Center : CRI Sophia Antipolis - Méditerranée
  • Starting date : 2022-11-01
  • Duration of contract : 12 months
  • Deadline to apply : 2022-10-14
  • Contacts
  • Inria Team : STARS
  • Recruiter : Dantcheva Antitza / antitza.dantcheva@inria.fr
  • The keys to success

    You would like to push the boundaries of deepfake generation and report your success in high-level publications.

    You are rigorous, serious and reliable in your work.

    In the interests of protecting its scientific and technological assets, Inria is a restricted-access establishment. Consequently, it follows special regulations for welcoming any person who wishes to work with the institute. The final acceptance of each candidate thus depends on applying this security and defense procedure.

    About Inria

    Inria is the French national research institute dedicated to digital science and technology. It employs 2,600 people. Its 200 agile project teams, generally run jointly with academic partners, include more than 3,500 scientists and engineers working to meet the challenges of digital technology, often at the interface with other disciplines. The Institute also employs numerous talents in over forty different professions. 900 research support staff contribute to the preparation and development of scientific and entrepreneurial projects that have a worldwide impact.

    Instruction to apply

    To apply, please send an application including

  • Cover letter
  • CV
  • List of publications
  • Contact information for at least two references who can provide recommendation letters upon request.
  • Defence Security : This position is likely to be situated in a restricted area (ZRR), as defined in Decree No. 2011-1425 relating to the protection of national scientific and technical potential (PPST).Authorisation to enter an area is granted by the director of the unit, following a favourable Ministerial decision, as defined in the decree of 3 July 2012 relating to the PPST. An unfavourable Ministerial decision in respect of a position situated in a ZRR would result in the cancellation of the appointment.

    Recruitment Policy : As part of its diversity policy, all Inria positions are accessible to people with disabilities.

    Warning : you must enter your e-mail address in order to save your application to Inria. Applications must be submitted online on the Inria website. Processing of applications sent from other channels is not guaranteed.

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