Postdoc in Continual Learning position 

Postdoc in Continual Learning position 

Job Reference: 20250602_LAMP_postdoc

Closing date: 11/06/2025 

About CVC 

The Computer Vision Center (CVC) is a non-profit research center established in 1995 by the Generalitat de Catalunya and the Universitat Autònoma de Barcelona (UAB). Its mission is to carry out cutting-edge research that has the highest international impact in the field of computer vision. It also promotes the transference of knowledge to industry and society.  

Computer vision is an exciting research area and an omnipresent technology, essentially empowering machines with the sense of vision. The CVC is a successful marriage between knowledge and innovation. In addition to our cutting-edge scientific achievements, we have established lasting ties with industrial partners and created several spin-off companies. 

Context and Mission 

The LAMP group is looking for a postdoc to collaborate on continual learning of foundation models. The objective is to perform fundamental research on extending continual learning theory to the era of foundation models. This position is linked to the ELLIOT project (funded by the European Union) on European Large Open Multi-Modal Foundation Models. 

The position be in the Learning and Machine Perception group in the CVC under the supervision of Joost van de Weijer. 

Key Duties 

  • The postdoc will be involved in the supervision of PhD students on continual learning 
  • The postdoc should perform research on continual learning within the context of foundation models. Possible subjects include, personalization of models, and/or analysis of biases in continually learned foundation models.  

Requirements:  

Education 

  • Computer science degree 
  • PhD in computer science or similar 

Essential Knowledge and Professional Experience

  • Previous experience in Deep Learning  
  • Previous experience in Computer Vision 
  • Previous experience in Continual Learning 
  • Excellent Programming skills 
  • Good publication record at top conferences (NeurIPS, CVPR, ICLR, ICCV, etc) 

Competences 

  • Fluency in spoken and written English 
  • Ability to think creatively, work independently and make decisions. 
  • Ability to take initiative, prioritize and work under set deadlines and pressure 
  • The candidate must be an effective communicator, multitask, and work well on collaborative and interdisciplinary designs. 

Evaluation of applications: 

Candidatures that meet the above requirements will be evaluated using the following criteria: 

  • Essential Knowledge and experience of the candidates (80 points). 
  • Other merits (20 points). 

Conditions  

  • The position will be located at Computer Vision Center (Campus Universitat Autònoma de Barcelona). 
  • We offer a full-time contract (37.5h/week) temporary contract, a good environment, flexible working hours 
  • Duration: 1 year 
  • Salary in accordance with qualifications and experience of the candidate and to CVCs salary regulations. 
  • Starting date: around 1-11-2025 

Applications procedure and process 

All applications must be sent through the online form and include a full CV and contact details. 

The deadline for submitting applications is June 11, 2025 

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. 

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