Laboratory: Centre of Education, Research and Innovation on Numeric Systems (CERI CN)
Supervisors: Hazem WANNOUS
Type of contract and duration: Full-time Postdoctoral – 18 months
Workplace: Villeneuve d’Ascq
CONTEXT :
Public establishment belonging to IMT (Institut Mines-Télécom), placed under the supervision of the Ministry of Economy, Finance and Industrial and Digital Sovereignty, IMT Nord Europe has three main objectives: providing our students with ethically responsible engineering practice enabling them to solve 21st century issues, carrying out our R&D activities leading to outstanding innovations and supporting territorial development through innovation and entrepreneurship. Ideally positioned at the heart of Europe, 1 hour away from Paris, 30 min from Brussels and 1h30 from London, IMT Nord Europe has strong ambitions to become a main actor of the current industrial transitions, digital and environmental, by combining education and research on engineering and digital technologies.
Located on two main campuses dedicated to research and education in Douai and Lille, IMT Nord Europe offers research facilities of almost 20,000m² in the following areas:
Digital science,
Energy and Environment,
Materials and Processes.
For more details, visit the School’s website : www.imt-nord-europe.fr
Description :
IMT Nord Europe is inviting applications for a Postdoctoral Position in Computer Vision and Generative AI. The successful candidate will join a dynamic research environment and contribute to cutting-edge research at the intersection of computer vision, generative artificial intelligence, and multimodal learning.
The main objective of this position is to develop novel generative AI methods for computer vision applications, with a particular focus on Diffusion Models and Vision-Language Models (VLMs). The postdoctoral researcher will explore how advanced generative and multimodal models can be designed, adapted, and applied to challenging vision tasks such as image understanding, visual reasoning, conditional generation, assisted annotation, and multimodal representation learning.
In addition to research activities, the successful candidate will be expected to play an active role in the development of a new international Master’s program in Vision and Artificial Intelligence. This includes contributing to curriculum design, identifying key thematic areas, helping structure the academic program, and interacting with academic and international partners involved in the initiative.
Main responsibilities
· Conduct high-level research in computer vision and generative AI.
· Develop and evaluate innovative methods based on generative models and Vision-Language Models.
· Design, implement, and validate deep learning approaches for vision applications.
· Publish research results in leading international conferences and journals.
· Contribute to the preparation and development of research projects and collaborations.
· Actively participate in the creation of an international Master’s program in Vision and Artificial Intelligence.