PhD student in deep learning with vision transformers at KTH in Stockholm, Sweden

Wednesday 29th September 2021

Organization KTH Royal Institute of Technology

Location Stockholm, Sweden

Title PhD student in deep learning with vision transformers at KTH in Stockholm, Sweden

URL https://www.kth.se/en/om/work-at-kth/lediga-jobb/what:job/jobID:427503/where:4/

Email Address ksmith@kth.se

Closing date: October 7, 2021

We are looking for a doctoral student interested in Artificial Intelligence, Machine Learning, and Computer Vision that will work in a newly funded project financed by the Swedish AI-program WASP (Wallenberg AI, Autonomous Systems and Software Program, www.wasp-sweden.org), which offers a graduate school with research visits, partner universities, and visiting lecturers. The aim of the research project is to develop more efficient vision transformer models. Specifically, we are interested in methods that allow transformers to scale up to operate on high resolution images, an essential task for medical image analysis. We are interested in developing more data-efficient training methods for vision transformers which reduce their reliance on large pretraining datasets. The project will include aspects of interpretability – providing insights into how vision transformers make decisions – and applications to medical image analysis. We encourage female candidates to apply.

Read more and apply at the KTH job portal https://www.kth.se/en/om/work-at-kth/lediga-jobb/what:job/jobID:427503/where:4/