Postdoc On Self-supervised and Semi-supervised

Il y a 2 mois

Bourges, France Université d'Orléans Temps plein

The Orléans Fundamental Computing Laboratory (LIFO, EA 4022) is a laboratory of the University of Orléans and INSA Centre-Val de Loire.

The LIS-Lab (CNRS UMR 7020) is a Joint Research Unit under the supervision of the National Center for Scientific Research (CNRS) attached to the Institute for Information Sciences (INS2I) of the University of Aix-Marseille (AMU), and the University of Toulon (UTLN).

This postdoc position is under the co-supervision of the LIFO, university of Orleans, and the LIS-LAB, university of Toulon. The funding is for 18 months.

**Poste et missions**:
**Context of the project**

The post-doc position is proposed in the frame of a research project funded by the French Research Funding Agency (ANR). The work will be done in LIFO, a laboratory of the University of Orléans and INSA Centre-Val de Loire, and also be supervised by the partner LIS, Toulon. This position is among 3 postdoc positions of this project.

The present work focuses on the study of self-supervised and semi-supervised methods for object detection and classification on images with difficult conditions such as
- Missing labels (only a small number of images are annotated)
- Hidden objects, small objects, dark light, etc.
- Deployed on edge devices

The position also includes the following tasks:

- Management of heterogeneous training data and labels
- Designing and evaluation of deep learning models (CNNs, Transformers, Autoencoders, etc.)
- Periodically present the progress to the group
- Writing of scientific reports and articles
- Collaborate with the team members via discussions, study groups, guiding students/interns/research officers.

**Mobilité géographique**:

- Internationale**Profil**:
**Job profile**:

- Knowledge and experience in deep learning
- Good communication skills, a team player and willing to share ideas and knowledge with peers.
- Good verbal and written communication and troubleshooting skills

Students expecting to finalise their degree in the coming months are also welcome to apply.

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