Biometrics Research Opportunity
With over 40 years of research in biometrics, the field has evolved significantly. Currently, most biometric technologies rely on Artificial Intelligence (AI) and are transitioning to Foundation Models (large AI models trained on broad data).
The Idiap Research Institute is seeking highly qualified candidates for three postdoctoral positions focusing on Foundation Models for face presentation attack detection, person recognition from a distance, XAI, and privacy-preserving AI in biometrics.
The selected Postdoc candidate will work within the Biometrics Security & Privacy group under the supervision of Prof. Sébastien Marcel.
Duties and Responsibilities
* Conduct research as assigned to specific projects and follow project progress
* Fulfill project-related tasks, including evaluations, deliverables, and publications
* Publish research results in journals and conferences, prioritizing joint publications with Idiap staff and/or project partners
* Participate in project meetings and boards as required
* Assume a leading role as Idiap contact point or work package leader when necessary
* Collaborate with supervisors to oversee PhD students and interns
* Engage in various Idiap activities and projects as requested by supervisors or management
Requirements
Candidates should hold a PhD degree in engineering, computer science, or applied mathematics, demonstrating excellent research experience, a strong publication record, and the ability to conduct creative and significant research with autonomy.
Applicants should have expertise in Deep Learning (DCNNs, Transformers, GANs, Diffusion Models) and Large Multimodal Language Models, along with a solid background in statistics, optimisation, linear algebra, and proficient programming skills (C/C++ and/or Python, e.g., PyTorch) in the Linux environment.
Languages
Fluency in English is mandatory; proficiency in French is an asset.
About Idiap
Idiap is a renowned research institute dedicated to fundamental research, education, and technology transfer in artificial intelligence, machine learning, and signal processing.
We offer competitive salaries and benefits in a dynamic, multicultural environment. Our location in Martigny, Valais, Switzerland, provides an exceptional quality of life, exciting recreational activities, and varied cultural events.
At Idiap, we value diversity and strive to create an inclusive environment that fosters creativity and innovation. We are committed to equality of opportunity and do not discriminate based on race, color, religion, gender, sexual orientation, gender identity/expression, national origin, disability, age, marital status, pregnancy, or any other protected basis.