Publications

We are very excited to report that the paper Functional Tensor Decompositions for Physics-Informed Neural Networksby Sai Karthikeya Vemuri, Tim Büchner, Julia Niebling and Joachim Denzler won the Best Student Paper Award for the track Artificial Intelligence, Pattern Recognition and Machine Learning at the 2024 International Conference on Pattern Recognition (ICPR)! The conference took place…

We are happy to report, that a paper of our group has been accepted for publication with an oral presentation at the the International Conference on Image Processing (ICIP): This work will be presented in person at ICIP on October 30th 2024 as part of the special session on Trustworthy Visual Data Factorization, Privacy Protection,…

We are excited to report, that a paper of our group has been accepted for publication at the Asian Conference on Computer Vision (ACCV): This is a work linking our research on causal reasoning and understanding deep learning with the medical application scenario of facial paresis analysis. It will be presented in person at the…

We are happy to report, that two papers of our group have been accepted for publication at the International Conference on Pattern Recognition (ICPR): These works will be presented in person at the conference, which will be held December 1st to December 5th, 2024 at Kolkata, India.

We are happy to report that the paper Few-Shot Learning with Novelty Detectionby Kim Bjerge, Paul Bodesheim and Henrik Karstoft won the Best Paper Award at the 2024 International Conference on Deep Learning Theory and Applications (DeLTA)! The conference took place July 10-11, 2024 in Dijon, France, where Kim Bjerge presented their work. It is…

We are happy to report that research of our group as part of a transdisciplinary group of scientists investigating explainable machine learning methods for the geosciences has been accepted at the journal Earth’s Future:

We are excited to report that research of our group as part of a consortium of scientists studying the interplay among biodiversity change,  climate change, and human well‐being has been accepted at the Journal of Sustainable Agriculture and Environment (JSAE): Machine learning can play a significant role in examining the interconnectedness of these three scientific areas!

We are happy to report, that two papers of our group have been accepted for publication at workshops held in conjuction with the ICLR 2024! These works will be presented in person at the conference, which will be held May 7th to May 11th, 2024 at Vienna, Austria.

We are happy to report, that two papers of our group have been accepted for publication at the AAAI 2024 Workshop on AI for Time-series as part of the 2024 AAAI Conference on Artificial Intelligence: These works will be presented in person at the conference, which will be held February 20th to February 27th, 2024…

We are very excited to report, that research work of our group in collaboration with iDiv has been published in the journal Nature Geoscience: A detailed press release on the subject with a summary of the findings can be found on the webpage of the Friedrich Schiller University University Jena. Our contribution in this ongoing…