Publications

Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation

Behrmann, Nadine; Golestaneh, S. Alireza; Kolter, Zico; Gall, Jürgen; Noroozi, Mehdi, 2022

Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis

Biesner, David; Gerlach, Thore; Bauckhage, Christian; Kliem, Bernd; Sifa, Rafet, 2022

Zero-Shot Text Matching for Automated Auditing using Sentence Transformers

Biesner, David; Pielka, Maren; Ramamurthy, Rajkumar; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Sifa, Rafet, 2022

Ordinal Quantification through Regularization

Bunse, Mirko; Moreo, Alejandro; Sebastiani, Fabrizio; Senz, Martin, 2022

DeepAC – Conditional transformer-based chemical language model for the prediction of activity cliffs formed by bioactive compounds

Chen, Hengwei; Vogt, Martin; Bajorath, Jürgen, 2022

The future is different: Large pre-trained language models fail in prediction tasks

Cvejoski, Kostadin; Sánchez, Ramsés J.; Ojeda, César, 2022

W-trace: robust and effective watermarking for GPS trajectories

Dadwal, Rajjat; Funke, Thorben; Nüsken, Michael; Demidova, Elena, 2022

Learning Goal-Oriented Non-Prehensile Pushing in Cluttered Scenes

Dengler, Nils; Großklaus, David; Bennewitz, Maren, 2022

KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents

Deußer, Tobias; Ali, Syed Musharraf; Hillebrand, Lars; Nurchalifah, Desiana; Jacob, Basil; Bauckhage, Christian; Sifa, Rafet, 2022

End-to-End Single Shot Detector using Graph-based Learnable Duplicate Removal

Ding, Shuxiao; Rehder, Eike; Schneider, Lukas; Cordts, Marius; Gall, Jürgen, 2022