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…
Only one more week until the Lange Nacht der Wissenschaften 2024 in Jena takes place on November 22nd, starting 6pm! As is tradition by now, we will be contributing with a multiple interactive demos! There will be live demonstrations on topics like explainable AI, AI for medicine and machine learning for biodiversity research. Additionally, we…
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 currently have two open PhD positions for research in the area of fine-grained visual categorization! These positions offer the opportunity to focus on leveraging foundation models and multimodal approaches (like vision language models), as well as, integrating domain knowledge and uncertainty quantification into the prediction systems. You can find all the details on these…
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:
Are you interested in doing a PhD at the intersection of earth sciences and machine learning with our colleagues at Max Planck Institute for BioGeoChemistry (MPI-BGC) and us in Jena? Here is your chance! From June 14 to July 28 you can apply for PhD projects with the respective International Max Planck Research School for…
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!
