Publications

We are excited to report, that a paper of our group has been accepted for publication at the International Conference on Machine Learning (ICML): This will be presented in person at the conference, which will be held July 13th to July 19th, 2025 at Vancouver, Canada.

We are happy to report that our group has a publication at the IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2025 accepted as Highlight: Tim Büchner, Christoph Anders, Orlando Guntinas-Lichius, and Joachim Denzler:Electromyography-Informed Facial Expression Reconstruction For Physiological-Based Synthesis and Analysis This will be presented in person at the conference, held at the …

We are happy to report that our group has a publication at the International Conference on Learning Representations (ICLR) 2025 accepted as a spotlight: Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, and Joachim DenzlerCausalRivers – Scaling up benchmarking of causal discovery for real-world time-series This will be presented in person at the conference, which will…

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 Paper Award for Track 1: Artificial Intelligence and Machine Learning at the 2024 International Conference on Pattern Recognition (ICPR)! The conference took place December 1-5, 2024…

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!