Publikationen

Krzysztof Adamkiewicz; Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel

When Pretty Isn’t Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators

In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2026), June 3-7, Denver, Colorado, USA, IEEE, 2026.

Dayananda Herurkar; Jörn Hees; Vesselin Tzvetkov; Andreas Dengel

Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection

In: IEEE Access (Hrsg.). IEEE Access (IEEE), Vol. 14, Pages 25691-25705, IEEE, 2/2026.

Dayananda Herurkar; Ahmed Anwar; Sebastian Palacio; Jörn Hees; Andreas Dengel

Fin-Fed-OD: Enhancing Outlier Detection Using Federated Learning on Financial Tabular Data

In: International Conference on Federated Learning Technologies and Applications (FLTA). International Conference on Federated Learning Technologies and Applications (FLTA-2025), located at FLTA25, October 14-17, Dubrovnik, Croatia, Pages 40-47, DFKI Research Reports (RR), ISBN 979-8-3315-5670-9, IEEE, 1/2026.

Samuel Hill

Adaptive Trust Infrastructures for AI: From an AI ClinicalTrials.gov framework to a Human-AI Workforce

In: Mark Nitzberg; Stuart Russell; Atoosa Kasirzadeh; Jime Fernandez Fisac; Adam Gleave (Hrsg.). Proceedings of the Second Annual Conference of International Association for Safe and Ethical Artificial Intelligence. Annual Conference of The International Association for Safe & Ethical Artificial Intelligence (IASEAI-2026), February 24-26, Paris, France, IASEAI, 2/2026.

Ivan Vykopal; Matú¨ Pikuliak; Simon Ostermann; Marián ¦imko

Assessing Web Search Credibility and Response Groundedness in Chat Assistants

In: Accepted at 19th Conference of the European Chapter of the Association for Computational Linguistics (Main). Conference of the European Chapter of the Association for Computational Linguistics (EACL), arXiv, 2026.

Shreedhar Govil; Didier Stricker; Jason Raphael Rambach

DriverGaze360: OmniDirectional Driver Attention with Object-Level Guidance

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR), June 3-7, Denver, Colorado, United States Minor Outlying Islands, IEEE, 2026.

Felix Igelbrink; Lennart Niecksch; Marian Renz; Martin Günther; Martin Atzmueller

LIEREx: Language-Image Embeddings for Robotic Exploration

In: Lars Kunze (Hrsg.). KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 01, Pages 1-7, Springer, 1/2026.

Cuong Tran Van; Trong-Thang Pham; Ngoc-Son Nguyen; Ho Minh Duy Nguyen; Hong Anh Le

DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

In: Transactions on Machine Learning Research (TMLR), Vol. 12/2025, Pages 1-12, Transactions on Machine Learning Research, 2026.

Martha Schnieber; Rolf Drechsler

Polynomial Test Pattern Generation for Fully Testable Circuits derived from KFDDs

In: GI/GMM/ITG Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ). GI/GMM/ITG Workshop Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ-2026), February 22-24, Potsdam, Germany, 2026.

Jan Kleinekathöfer; Muhammad Hassan; Rolf Drechsler

Secure Open-Source Chip Design: Logic Locking and Attack Analysis within the OpenLane Flow