Postdoc Position in Federated Learning and Differential Privacy
Reference: 20221205_ELSAi
We are seeking a postdoc to join the Vision, Language and Reading team at the Computer Vision Center (CVC), in Barcelona, Spain.
The position is for 2.5 years. The position will remain open until a good candidate is found. The Vision, Language and Reading group is at the Computer Vision Center at the Universitat Autònoma de Barcelona and performs research on reading systems, scene text understanding, document intelligence, captioning, visual question answering, etc.
The position is linked to a European Project: the “European Lighthouse on Secure and Safe AI” (ELSA), funded by Horizon Europe and backed by the ELLIS network of excellence. The project covers research topics that include robustness, privacy and human agency and will develop use cases in areas such as autonomous driving, robotics, health and document intelligence.
The specific focus of this postdoc position will be on applying federated learning and differential privacy to document intelligence tasks. The candidate will co-supervise one PhD student.
Project PI & Hosting Group:
The direct responsible for this post will be Dr Dimosthenis Karatzas. He is the leader of the Vision, Language and Reading research line at the CVC. For more information on the Vision, Language and Reading team visit: http://vlr.cvc.uab.es/.
Candidate's Profile:
● The candidate should possess a PhD in machine learning or computer vision and have a strong publication record. We are looking for candidates who have publications in the top conferences NeurIPS, ICML, ICLR, AISTATS, CVPR, ECCV, ICCV.
● The candidate should have a background in machine learning, federated learning and differential privacy. 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 supervise PhD students.
● The successful candidate is expected to contribute to the design and development of AI solutions for document understanding, employing privacy preserving techniques and infrastructures set up by the ELSA project.
The Computer Vision Center
The selected candidate will work in the Computer Vision Centre (CVC), Barcelona, a research institute comprising more than 130 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.
Salary & Conditions:
Gross salary of 30-40k€/year depending on experience.
Envisaged start date: ASAP
Location: Computer Vision Center at Universitat Autònoma de Barcelona (UAB) campus, Cerdanyola del Vallès, Barcelona
Research Contact:
If you are interested in the position, please contact Dr Dimosthenis Karatzas for more information and applications (dimos@cvc.uab.es)
Web Sites:
● ELSA project
● Vision, Language and Reading group
Application Process:
Interested people must send a full CV in English including contact details through the online form found at the end of the offer. This call will remain open until a suitable candidate is selected.
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.
“This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No 101070617”.
i This offer replaces the one published on July 19, 2022 with reference 20220719_ELSA, which was declared void due to lack of suitable applications.
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