Publications

Small and Fast LLMs on Commodity Hardware: Post-Training Quantization in llama.cpp

Sparrenberg, Lorenz; Deußer, Tobias; Berger, Armin; Sifa, Rafet, 2025

Published in: 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)

Hierarchical Vector Quantization for Unsupervised Action Segmentation

Spurio, Federico; Bahrami, Emad; Francesca, Gianpiero; Gall, Juergen, 2025

Published in: AAAI Conference on Artificial Intelligence (AAAI)

Reflective Design Theorizing with User Interviews: A Case Study for AI Energy Labels

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

Published in: International Conference on Design Science Research in Information Systems and Technology

Pushing the VHE Frontier: LST-1’s Inaugural Detection of the Distant Quasar OP 313

Takeishi, R.; Arbet-Engels, A.; Baxter, Joshua; Heckmann, L.; Morcuende, D.; Nievas Rosillo, M.; Otero-Santos, J.; Sanchez, D. A., 2025

Published in: Proceedings of 39th International Cosmic Ray Conference PoS(ICRC2025)

Evaluating Sensitivity Consistency of Explanations

Tan, Hanxiao, 2025

Published in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Do Point Cloud Models Learn Object Contour Features?

Tan, Hanxiao, 2025

Published in: 2025 International Joint Conference on Neural Networks (IJCNN)

Exploring Curriculum Learning for Languages: Lessons from Regular Language Tasks

Toborek, Vanessa; Seiffarth, Florian; Müller, Sebastian; Horváth, Tamás; Bauckhage, Christian, 2025

Published in: Discovery Science

{Benchmark for Evaluating Long-Term Localization in Indoor Environments Under Substantial Static and Dynamic Scene Changes}

Trekel, N.; Guadagnino, T.; Läbe, T.; Wiesmann, L.; Aguiar, P.; Behley, J.; Stachniss, C., 2025

Published in: Proc. of the IEEE/RSJ Intl. Conf. on Intelligent Robots and Systems (IROS)

NeRFs are Mirror Detectors: Using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives

Van Holland, Leif; Weinmann, Michael; Müller, Jan U.; Stotko, Patrick; Klein, Reinhard, 2025

Published in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers

Veeramacheneni, Lokesh; Wolter, Moritz; Kuehne, Hilde; Gall, Juergen, 2025

Published in: Forty-second International Conference on Machine Learning