Connectionists: PhD position in Machine Learning/Computer Vision - Learning from limited labels, Machine Learning Group at UiT The Arctic University of Norway

[Michael Kampffmeyer]

PhD position in Machine Learning/Computer Vision - Learning from limited labels, Machine Learning Group<https://machine-learning.uit.no/> at UiT The Arctic University of Norway.

We are seeking a PhD Fellow to take an active role in the group's research on developing novel machine learning/computer vision methodology. Special focus in this project will be on developing novel approaches for learning from limited labeled data, such as few-shot/zero-shot/semi-supervised /self-supervised learning, domain adaptation, and/or deep clustering.

The position will be part of the already ongoing effort to design deep learning methodology for limited labeled data and will synergize well with some of our recent work [1-3].

The successful candidate will join the UiT Machine Learning Group, a vibrant group at the "north pole", with excellent national and international connections.

For details, please see: https://www.jobbnorge.no/en/available-jobs/job/206309/phd-fellow-in-machine-learning-computer-vision

Please contact Michael Kampffmeyer (michael.c.kampffmeyer at uit.no) for more info.



[1] Trosten, D. J., Løkse, S., Jenssen, R., & Kampffmeyer, M. (2021). Reconsidering Representation Alignment for Multi-view Clustering. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021.
[2] Nguyen, N., Løkse, S., Wickstrøm, K., Kampffmeyer, M., Roverso, D., & Jenssen, R. (2020). SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks. In Proceedings of the European Conference on Computer Vision 2020.
[3] Kampffmeyer, M., Chen, Y., Liang, X., Wang, H., Zhang, Y., & Xing, E. P. (2019). Rethinking knowledge graph propagation for zero-shot learning. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2019.

---
Michael Kampffmeyer
Associate Professor
UiT Machine Learning Group
http://machine-learning.uit.no
UiT The Arctic University of Norway
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20210525/d3bb9021/attachment.html>