Postdoc position on continual learning of foundation models

Call reference: 20251121_LAMP_R2

Closing date: Until position is filled

We are seeking a postdoc to join the LAMP group at the Computer Vision Center (CVC), in Barcelona, Spain.

The position is for 2-3 years and linked to the project “Foundations for Adaptive and Generalizable Deep Learning” (EXPLORA), funded by Ministerio de Ciencia, Innovación y Universidades/AEI, focused on ‘Continual Learning for Foundation Models’ where the aim is to adapt foundation models to new tasks without forgetting previous knowledge. The focus of the project can be defined in collaboration with the supervisor, with potential avenues including optimization aspects, parameter-efficient adaptation methods, model merging theory, multi-modal continual learning, or adaptation to open-world scenarios.

PROJECT PI & HOSTING GROUP

The direct responsible for this post will be Dr. Joost van de Weijer, PI of the Learning and Machine Perception (LAMP) team at the CVC. For more information visit: [group web]

CANDIDATE ’S PROFILE

The candidate should possess a PhD in Computer Science or related area. We are looking for candidates who have publications in top conferences like NeurIPS, ICML, ICLR, CVPR, etc.  A strong background in deep learning is required. Experience in continual learning is preferred but not essential.

The applicants are expected to be fluent in both oral and written communication in English. They should work well in a team while demonstrating initiative and independence. The candidate is expected to co-supervise PhD students.

THE COMPUTER VISION CENTER

The selected candidate will work in the Computer Vision Centre (CVC), Barcelona, a research institute comprising more than 150 researchers and support staff, dedicated to computer vision research and knowledge transfer. With a strong international projection and links to the industry, the Computer Vision Centre offers an exciting environment for scientific career development. The Computer Vision Centre has a plan for expansion of its permanent research staff base and has received the “HR Excellence in Research” award as a provider and supporter of a stimulating and favourable working environment.

Barcelona is a vibrant city and an important Artificial Intelligence hub. The high quality of life is combined with an open and international looking character of the city. Barcelona is very well connected by air, sea and ground transportation. The region of Catalonia boosts its own AI strategy, in which the CVC is a key player.

CONTRACT CONDITIONS

• Location: Computer Vision Center (Campus Universitat Autònoma de Barcelona).
• Contract type: full-time (37.5h/week), temporary.
• Duration: 2-3 years.
• Salary: €31,000 – €35,000 annual gross, in accordance with the candidate’s qualifications, experience and CVC salary regulations.
• Starting date: As soon as possible

APPLICATION PROCESS

All applications must be sent through the online form indicating the offer code (20251121_LAMP_R2).

The application process will remain open until a suitable candidate is selected.  The applicants should submit a full CV.

OTM-R principles for selection processes

The CVC is committed to Open Transparent and Merit-based Recruitment (OTM-R) for any potential candidate in all our processes. In 2015 we received the Human Resources Strategy for Researchers (HRS4R) award. Through an extensive and continuous process, we improve the conditions and opportunities at CVC. With these actions, the CVC is committed to the principles of the European Charter for Researchers, as well as the Code of Conduct for the Recruitment of Researchers. For more information follow this link.

RESEARCH CONTACT

If you are interested in the position, please contact Dr Joost van de Weijer (joost@cvc.uab.cat)  for more information.

Este contrato es parte del proyecto de I+D+i  ayuda AIA2025-163919-C52, financiada por MICIU/AEI/10.13039/501100011033/