Publications

From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening

Chopra, Muskaan; Sparrenberg, Lorenz; Berger, Armin; Khanna, Sarthak; Terheyden, Jan H.; Sifa, Rafet, 2025

Published in: arXiv

How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation

Chopra, Muskaan; Sparrenberg, Lorenz; Khanna, Sarthak; Sifa, Rafet, 2025

Published in: arXiv

Prophet and Secretary at the Same Time

Kehne, Gregory; Kesselheim, Thomas, 2025

Published in: arxiv

History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting

Khanna, Sarthak; Berger, Armin; Chopra, Muskaan; Sifa, Rafet, 2025

Published in: arXiv

More Agents Helps but Adversarial Robustness Gap Persists

Alavi, Khashayar; Yeltay, Zhastay; Flek, Lucie; Karimi, Akbar, 2025

Published in: arXiv

Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight {GPT} in Astronomy Knowledge Extraction

Rawat, Shivam; Flek, Lucie; Karimi, Akbar, 2025

Published in: arXiv

Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems

Harder, Hans; Vishwasrao, Abhijeet; Guastoni, Luca; Vinuesa, Ricardo; Peitz, Sebastian, 2025

Published in: arXiv

Accelerating Graph Similarity Search through Integer Linear Programming

D'Ascenzo, Andrea; Meffert, Julian; Mutzel, Petra; Rossi, Fabrizio, 2025

Published in: arxiv

Self-Supervised Moving Object Segmentation of Sparse and Noisy Radar Point Clouds

Schwarzer, Leon; Zeller, Matthias; Herraez, Daniel Casado; Dierl, Simon; Heidingsfeld, Michael; Stachniss, Cyrill, 2025

Published in: arxiv

{MiniFool} – Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks

Flek, Lucie; Janik, Oliver; Jung, Philipp Alexander; Karimi, Akbar; Saala, Timo; Schmidt, Alexander; Schott, Matthias; Soldin, Philipp; Thiesmeyer, Matthias; Wiebusch, Christopher; Willemsen, Ulrich, 2025

Published in: arxiv