Publikationen

Seite 1 von 30.

Patrick Schramowski; Manuel Brack; Björn Deiseroth; Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023. International Conference on Computer Vision and Pattern …
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.
Hikaru Shindo; Viktor Pfanschilling; Devendra Singh Dhami; Kristian Kersting
(alpha)ILP: thinking visual scenes as differentiable logic programs
In: Machine Learning, Vol. 112, No. 5, Pages 1465-1497, Springer, 2023.
Sriraam Natarajan; Kristian Kersting
Never Ending Reasoning and Learning: Opportunities and Challenges
In: Martin Mundt; Keiland W. Cooper; Devendra Singh Dhami; Adéle Ribeiro; James Seale Smith; Alexis Bellot; Tyler L. Hayes (Hrsg.). AAAI Bridge …
Katharina Hämmerl; Björn Deiseroth; Patrick Schramowski; Jindrich Libovický; Constantin A. Rothkopf; Alexander Fraser; Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models
In: Anna Rogers; Jordan L. Boyd-Graber; Naoaki Okazaki (Hrsg.). Findings of the Association for Computational Linguistics. Annual Meeting of the …
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 …
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 …
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 …
Jingyuan Sha; Hikaru Shindo; Kristian Kersting; Devendra Singh Dhami
Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes
In: Artur S. d'Avila Garcez; Tarek R. Besold; Marco Gori; Ernesto Jiménez-Ruiz (Hrsg.). Proceedings of the 17th International Workshop on …
Sahil Sidheekh; Kristian Kersting; Sriraam Natarajan
Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference
In: Robin J. Evans; Ilya Shpitser (Hrsg.). Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI), July 31 …