Publikationen

Felix Friedrich; Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

A typology for exploring the mitigation of shortcut behaviour

In: Nature Machine Intelligence, Vol. 5, No. 3, Pages 319-330, Springer, 2023.

Manuel Brack; Patrick Schramowski; Björn Deiseroth; Kristian Kersting

ILLUME: Rationalizing Vision-Language Models through Human Interactions

In: Andreas Krause; Emma Brunskill; Kyunghyun Cho; Barbara Engelhardt; Sivan Sabato; Jonathan Scarlett (Hrsg.). International Conference on Machine Learning. International Conference on Machine Learning (ICML-2023), July 23-29, Honolulu, Hawaii, USA, Pages 3021-3037, Proceedings of Machine Learning Research, Vol. 202, PMLR, 2023.

Felix Friedrich; David Steinmann; Kristian Kersting

One Explanation Does Not Fit XIL

In: Krystal Maughan; Rosanne Liu; Thomas F. Burns (Hrsg.). The First Tiny Papers Track at ICLR 2023. International Conference on Learning Representations (ICLR-2023), May 1-5, Kigali, Rwanda, OpenReview.net, 2023.

Nandini Ramanan; Phillip Odom; Kristian Kersting; Sriraam Natarajan

Active Feature Acquisition via Human Interaction in Relational domains

In: Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD). Joint International Conference on Data Science & Management of Data (CODS-COMAD-23), January 4-7, Mumbai, India, Pages 70-78, ISBN 978-1-4503-9797-1, ACM, New York, NY, United States, 2023.

Timo Kepp; Julia Andresen; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Heinz Handels

Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data

In: Computer Aided Diagnosis. SPIE Medical Imaging (SPIE-2023), February 19-23, San Diego, Kalifornien, USA, SPIE, 2023.

Stefan Leachu; Jokim Janßen; Natalie Gdanitz; Merlit Kirchhöfer; Sabine Janzen; Volker Stich

Cascading Scenario Technique Enabling Automated And Situation- based Crisis Management

In: Proceedings of the Conference on Production Systems and Logistics. Conference on Production Systems and Logistics (CPSL-2023), February 28 - March 3, SANTIAGO DE QUERÉTARO, Mexico, Publish.Ing, 2023.

Martin Feick; André Zenner; Simon Seibert; Oscar Javier Ariza Nuñez; David Wagmann; Juliana Helena Keller; Anton Wittig; Antonio Krüger

MoVRI: The Museum of Virtual Reality Illusions

Demonstration, DFKI Technical Memos (TM), 2023.

Hendrik Wöhrle; Felix Schneider; Fabian Schlenke; Denis Lebold; Mariela De Lucas Alvarez; Frank Kirchner; Michael Karagounis

Multi-Objective Surrogate-Model-Based Neural Architecture and Physical Design Co-Optimization of Energy Efficient Neural Network Hardware Accelerators

In: IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 70, No. 1, Pages 40-53, IEEE, 1/2023.

Maike Jansen; Tobias Meisen; Christiane Plociennik; Holger Berg; André Pomp; Waldemar Windholz

Stop Guessing in the Dark: Identified Requirements for Digital Product Passport Systems

In: Ikpe Justice Akpan; Bamidele Adebisi; Murali S. Shanker (Hrsg.). Systems, Vol. 11, No. 3, Pages 123-123, MDPI AG, 2/2023.

Gabriele Sarti; Nils Feldhus; Ludwig Sickert; Oskar van der Wal; Malvina Nissim; Arianna Bisazza

Inseq: An Interpretability Toolkit for Sequence Generation Models

In: Danushka Bollegala; Ruihong Huang; Alan Ritter (Hrsg.). Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations. Annual Meeting of the Association for Computational Linguistics (ACL-2023), July 9-14, Toronto, Canada, Association for Computational Linguistics, 7/2023.