Assistant/Associate Professor in Video Processing and Animation with Deep Learning

ELLIS; Paris; Sur place; EUR 60 000 - 90 000; Plein temps

Avantages offerts par ce poste

1 to 3 days of remote working

49 days of paid leave/RTT

Mutual insurance & provident fund

Résumé du poste

A prestigious academic institution in France is seeking an Assistant/Associate Professor in Video Processing and Animation with Deep Learning. The role requires a PhD and fluency in English, focusing on research in video processing and collaboration across various disciplines. Candidates with expertise in image processing, generative AI, and managing open-source projects are preferred. The institution offers flexible working arrangements, significant paid leave, and personalized training opportunities.

Qualifications

• Fluent in English.
• Experience in video processing, animation, or 3D processing with Deep Learning.
• Strong publication record and ability to collaborate on large projects.

Responsabilités

• Conduct research in video processing and animation.
• Collaborate on multidisciplinary projects.
• Engage with industrial and academic partnerships.
• Publish in peer-reviewed venues and participate in international partnerships.

Connaissances

Image processing with deep learning

Generative AI and multimodality

Image and Video compression pipelines

Self-supervised learning

Managing open-source projects

Image/video compression (AI-based)

Self-supervised learning

Transfer learning

Domain adaptation

Open-source project management

Formation

PhD in a relevant field

Outils

Python

PyTorch

Git

Description du poste

Assistant/Associate Professor in Video Processing and Animation with Deep Learning

To succeed in this role, you have a PhD and you are fluent in English.

The position is open to all candidates working in video processing/animation with Deep Learning or 3D processing with Deep Learning.

Expertise in the following areas will be preferred:

• Image processing with deep learning
• Generative AI and multimodality
• Image and Video compression pipelines (both traditional and AI-based)
• Self-supervised, sequential learning, transfer learning, domain adaptation
• Development at multiple levels of abstraction
• Expertise in managing open-source projects

Scientific excellence: Renowned laboratories (LTCI, i3, CREST), cutting-edge equipment, and international recognition.

Multidisciplinarity: Working at the intersection of all areas of digital technology.

Industrial and academic partnerships: Industrial chairs, integration into Paris-Saclay (Europe's leading innovation hub) and the Institut Polytechnique de Paris.

Personalized support: Integration program, dedicated training, exchange seminars, and paid study trips.

Benefits: 1 to 3 days of remote working and nomadic working possible, 49 days of paid leave/RTT, mutual insurance & provident fund, etc.