法国国家研究院2020年招聘博士后（机器学习/视频处理）

The person recruited will design and implement methods for encoding stories as (stochastic) Petri nets, simulating the execution of the Petri nets, computing the most likely Petri net simulation given a silent video, and generating narration for the silent video based on the chosen simulation.

Steering/Management :

The person recruited will be in charge of Rémi Ronfard, Scientific leader of the IMAGINE/ANIMA team.

Main activities

Main activities:

Propose Petri Net structure for the problem of video narration

Develop interfaces for Petri Net simulation using existing platforms and tools

Assemble, annotate and publish data set of narrated videos and stories

Design and implement new methods for creating narrations from silent videos

Design and perform experimental evaluation

Write reports and papersSkills

Technical skills and level required : A proven record track of software implementation and experimental evaluation

in the field of video processing. A working knowledge of computer graphics and (stochastic) Petri nets is desired but not required.

Languages :Excellent speaking and writing skills in English are needed for this position.

Relational skills : Curiosity and open-ness. Willingness to share skills and knowledge with other team members.

Other valued appreciated : Hard work and respect of deadlines is an absolute necessity.

Benefits package

Subsidized meals

Partial reimbursement of public transport costs

Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)

Possibility of teleworking (after 6 months of employment) and flexible organization of working hours

Professional equipment available (videoconferencing, loan of computer equipment, etc.)

Social, cultural and sports events and activities

Access to vocational training

Social security coverageRemuneration

Salary (before taxes) : 2 653 Euros per month.

General Information

Theme/Domain : Interaction and visualization

Town/city : Montbonnot

Inria Center : CRI Grenoble - Rhône-Alpes

Starting date : 2020-10-01

Duration of contract : 12 months

Deadline to apply : 2020-05-27Contacts

Inria Team : IMAGINE

Recruiter : Ronfard Rémi / remi.ronfard@inria.frThe keys to success

The successful candidate should hold a PhD degree in machine learning and video processing, with excellent publication records in international workshops and conferences relevant to the proposed topic, and high ambitions.

He/she should be prepared to work in a computer graphics team and engage collaborations with other team members and Phd students working in the general theme of video narration, with possible applications to VR storytelling, computer theater, and medical monitoring and