Assistant Professor in Generative Models for Artificial Intelligence

il y a 22 heures


Palaiseau Essonne, France Institut Mines-Télécom Temps plein

Télécom Paris, a school of the IMT (Institut Mines-Télécom) and a founding member of the Institut Polytechnique de Paris, is one of the top 5 French general engineering schools.
The guiding mission of Télécom Paris is to train, imagine and undertake to design digital models, technologies and solutions for a society and economy that respect people and their environment.
You will join the Image, Data, Signal Departement (IDS). The research activity of the IDS department is done at the Laboratory Treatment and Communication of Information (LTCI). The mission of the department is teaching and research in the field of signal, image and data processing. Paris , interdisciplinariry center on AI & Data created by The Institut Polytechnique de Paris.
The rise of artificial intelligence and particularly of deep learning techniques has profoundly impacted research for all data modalities: audio, images, videos, text, 3D, etc. In particular, the field of generative networks has recently greatly advanced the state of the art in numerous application fields, ranging from natural language processing to image and video generation. These activities are developed for various modalities (audio, image, video, text, 3D) and are core to numerous projects and collaborations (advanced European project ERC, ANR, Cifres theses, CIEDS, etc.).
The self- or weakly supervised training of these models, the development of frugal models, transfer learning, open numerous avenues of research. Obtaining guarantees and control over these models is also a particularly fruitful topic. Multi-modal data integration and structured data management is also a very active direction at the moment for the development of generative models. There is therefore strong scientific potential on these themes, whether in the fields of audio, computer vision, image processing, etc.
To succeed in this role, you have an in-depth theoretical or applied knowledge in generative artificial intelligence, deep learning, data (audio, image, video, etc.). Fluency in written and spoken English is required for this position and you have a PhD.
Expertise in generative AI in one or more of the application areas of the hosting teams (music, speech, audio, computer vision, bio-medical imaging, remote sensing, etc.)
Expertise in processing multimodal and structured data (graphs)
You'll be working in a fast-growing, pleasant, green and accessible environment (particularly for people with disabilities) just 20 km from Paris (RER B and C, close to major roads, shared shuttle service from Porte d'Orléans). 75% reimbursement of public transport season ticket
~ Proximity to numerous sports facilities, concierge service, underground car park, in-house catering, etc.
~ Staff association at school and department level
~ Good to know: our social security contributions are lower than in the private sector

Teaching statement including a summary of activities, university-level teaching and continuing education project (max 4 pages)
Contact information for two references
Additional information:
15/01/2025 Type of contract : 3 years fixed-term contract



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