Publikationen

Capacitor Minimization in Analog Synapses for Efficient and Compact Binarized {SNNs}

Yayla, Mikail; Wei, Ming-Liang; Thomann, Simon; Mema, Albi; Yang, Chia-Lin; Chen, Jian-Jia; Amrouch, Hussam, 2025

Veröffentlicht in: {IEEE} Transactions on Circuits and Systems for Artificial Intelligence

Non-invasive diagnosis of nutrient deficiencies in winter wheat and winter rye using UAV-based RGB images

Yi, Jinhui; Lopez, Gina; Hadir, Sofia; Weyler, Jan; Klingbeil, Lasse; Deichmann, Marion; Gall, Juergen; Seidel, Sabine J., 2025

Veröffentlicht in: Computers and Electronics in Agriculture

Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation

Zatsarynna, Olga; Bahrami, Emad; Farha, Yazan Abu; Francesca, Gianpiero; Gall, Jürgen, 2025

AALF: Almost Always Linear Forecasting

Jakobs, Matthias; Liebig, Thomas, 2024

Veröffentlicht in: arXiv

Towards effective, robust and utility-preserving watermarking of GPS trajectories

Dadwal, Rajjat; Funke, Thorben; Nüsken, Michael; Demidova, Elena, 2024

Veröffentlicht in: ACM Transactions on Spatial Algorithms and Systems

Informed Named Entity Recognition Decoding for Generative Language Models

Deußer, Tobias; Hillebrand, Lars; Bauckhage, Christian; Sifa, Rafet, 2024

Influence of Data Curation and Confidence Levels on Compound Predictions Using Machine Learning Models

Xerxa, Elena; Vogt, Martin; Bajorath, Jürgen, 2024

Veröffentlicht in: Journal of Chemical Information and Modeling

Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

Patnala, Ankit; Stadtler, Scarlet; Schultz, Martin G.; Gall, Juergen, 2024

Veröffentlicht in: Frontiers in Remote Sensing

Fine-Tuning Large Language Models for Compliance Checks

Bell, Thiago; Leonhard, David; Bashir, Ali Hamza; Dilmaghani, Tim; Khaled, Mohamed; Warning, Ulrich; Loitz, Rüdiger; Halscheidt, Sandra; Birr, Jana; Berger, Armin; Sifa, Rafet; Berghaus, David, 2024

Advancing Personalized Medicine: A Scalable {LLM}-based Recommender System for Patient Matching

Berger, Armin; Berghaus, David; Bashir, Ali Hamza; Grigull, Lorenz; Fendrich, Lara; Lagones, Tom Anglim; Högl, Henriette; Ernst, Gundula; Schmidt, Ralf; Bascom, David; Deußer, Tobias; Bell, Thiago; Lübbering, Max; Sifa, Rafet, 2024