Overview
The Learning and Machine Perception (LAMP) team at the Universitat Autònoma de Barcelona is offering a postdoctoral position focused on continual learning for foundation models. This role presents a significant opportunity for researchers interested in advancing the field of machine learning, particularly in adapting models to new tasks while retaining prior knowledge.
Background & Relevance
Continual learning is a crucial area in machine learning that addresses the challenge of developing models capable of learning new information without forgetting previously acquired knowledge. This is particularly relevant for foundation models, which serve as the backbone for various AI applications. As the demand for adaptable AI systems grows, research in this domain becomes increasingly vital, pushing the boundaries of what machine learning can achieve in real-world scenarios.
Key Details
- Position Duration: 2-3 years
- Location: Barcelona, Spain
- Research Focus: Continual learning for foundation models, including optimization, parameter-efficient adaptation, model merging, multi-modal learning, and open-world scenarios.
- Supervisor: Dr. Joost Van de Weijer, leader of the LAMP team
- Salary: €31,000 – €35,000 per year (gross)
- Application Link: Apply Here
Eligibility & Participation
Candidates should hold a PhD at the time of application and possess a strong publication record in top-tier conferences such as NeurIPS, ICLR, ICML, or CVPR. A solid background in machine learning and deep learning is essential, along with proficiency in English communication. The role also involves supervising PhD students, making leadership skills an asset.
Submission or Application Guidelines
Interested applicants should submit their applications through the provided online form, including a comprehensive CV. The position is open until a suitable candidate is found, with an anticipated start date as soon as possible.
More Information
The LAMP team is part of the Computer Vision Center, which is dedicated to advancing research in computer vision and machine learning. This postdoctoral position not only offers a chance to contribute to cutting-edge research but also to collaborate with a diverse team of experts in the field.
Conclusion
This postdoctoral opportunity in Barcelona is an excellent chance for researchers looking to make impactful contributions to the field of continual learning. Interested candidates are encouraged to apply and join a vibrant research community dedicated to pushing the frontiers of machine learning.
Category: PhD & Postdoc Positions
Tags: continual learning, foundation models, machine learning, deep learning, computer vision, postdoc, Barcelona, LAMP team, Universitat Autònoma de Barcelona, NeurIPS, ICLR, ICML, CVPR
