Publications

Splitting Stump Forests: Tree Ensemble Compression for Edge Devices

Alkhoury, Fouad; Welke, Pascal, 2025

AI-in-the-loop: The future of biomedical visual analytics applications in the era of AI

Bühler, Katja; Höllt, Thomas; Schulz, Thomas; Vázquez, Pere-Pau, 2025

Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development

Fischer, Raphael; Wischnewski, Magdalena; van der Staay, Alexander; Poitz, Katharina; Janiesch, Christian; Liebig, Thomas, 2025

Addressing a New Paradigm Shift in Data Science: An Empirical Study on Novel Project Characteristics for Foundation Model Projects

Giesselbach, Sven; Wegener, Dennis; Helmer, Lennard; Martens, Claudio; Rüping, Stefan, 2025

LiLMaps: Learnable Implicit Language Maps

Kruzhkov, Evgenii; Behnke, Sven, 2025

Generating a Question Answering Dataset About Geographic Changes in a Knowledge Graph

Mitsios, Michalis; Punjani, Dharmen; Abdollahi, Sara; Gottschalk, Simon; Tsalapati, Eleni; Demidova, Elena; Koubarakis, Manolis, 2025

Efficient Video Object Segmentation via Modulated Cross-Attention Memory

Shaker, Abdelrahman; Wasim, Syed Talal; Danelljan, Martin; Khan, Salman; Yang, Ming-Hsuan; Khan, Fahad Shahbaz, 2025

Evaluating Sensitivity Consistency of Explanations

Tan, Hanxiao, 2025

Efficient LiDAR Bundle Adjustment for Multi-Scan Alignment Utilizing Continuous-Time Trajectories

Wiesmann, Louis; Marks, Elias; Gupta, Saurabh; Guadagnino, Tiziano; Behley, Jens; Stachniss, Cyrill, 2025

Towards a differentiated understanding of process damping and the introduction of process stiffening effects

Wöste, Florian; Platt, Timo; Baumann, Jonas; Biermann, Dirk; Wiederkehr, Petra, 2025