DWS Area: Natural Language Processing, Research

Our paper  3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes, T. Medi, A. Rampini, P. Reddy, P.K. Jayaraman, M. Keuper has been accepted at BMVC 2025! Congrats to all co-authors!

Our paper  Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models has been accepted at TPAMI ! Congratulations to all co-authors!

We have two new papers accepted at TMLR: Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models, M. Fatima, S. Jung, M. Keuper, Transactions on Machine Learning Research 2025.FlowBench: Benchmarking Optical Flow Estimation Methods for Reliability and Generalization, S. ...

Andreea Iana and Martin Böckling receive a grant from the university's Open Science Office for the SpatialBenchRAG project.

The DWS group has two papers accepted at the International Semantic Web Conference (ISWC) 2025.

Alexander Brinkmann has successfully defended his PhD thesis titled “Integrating Product Data from the Web using Deep Learning Techniques” today.

Alexander Kraus, Keyvan Amiri Elyasi, and Han van der Aa have been nominated for the Best Paper Award at the International Conference on Advanced Information Systems Engineering (CAiSE) 2025 in Vienna, Austria, for their paper entitled “On the Use of Steady-State Detection for Process Mining: ...

We are happy to announce that the following papers from the AI group have been accepted at this years conference on Business Process Management (BPM 2025):  Main Conference:  A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation (Lukas Kirchdorfer, Konrad Özdemir, ...

We are happy to announce that our work Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation (Yuxuan Zhou, Margret Keuper, Mario Fritz), has been accepted to the ACL main conference. This is joint work with Yuxuan Zhou (Uni-Mannheim and ...

We are happy to announce that Patrick Knab's (INES) and Katharina Prasse's collaboration has turned into an ICLM 2025 paper: Katharina Prasse, Patrick Knab, Sascha Marton, Christian Bartelt, Margret Keuper, 2025. DCBM: Data-Efficient Visual Concept Bottleneck Models. International Conference on ...