Publications

Page 1 of 4.

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.
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 …
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 …
Manuel Brack; Felix Friedrich; Dominik Hintersdorf; Lukas Struppek; Patrick Schramowski; Kristian Kersting
SEGA: Instructing Diffusion using Semantic Dimensions
In: Thirty-seventh Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS), Pages 0-10, Curran …
Felix Friedrich; Patrick Schramowski; Manuel Brack; Lukas Struppek; Dominik Hintersdorf; Sasha Luccioni; Kristian Kersting
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2302.10893, Pages 0-10, arXiv, 2023.
Lukas Struppek; Dominik Hintersdorf; Felix Friedrich; Manuel Brack; Patrick Schramowski; Kristian Kersting
Image Classifiers Leak Sensitive Attributes About Their Classes
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2303.09289, Pages 0-10, arXiv, 2023.
Manuel Brack; Felix Friedrich; Patrick Schramowski; Kristian Kersting
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2305.18398, Pages 0-10, arXiv, 2023.
Marco Bellagente; Manuel Brack; Hannah Benita Teufel; Felix Friedrich; Björn Deiseroth; Constantin Eichenberg; Andrew Dai; Robert John Nicholas Baldock; Souradeep Nanda; Koen Oostermeijer; Andres Felipe Cruz-Salinas; Patrick Schramowski; Kristian Kersting; Samuel Weinbach
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
In: Thirty-seventh Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS), Curran Associates, Inc. 2023.
Björn Deiseroth; Mayukh Deb; Samuel Weinbach; Manuel Brack; Patrick Schramowski; Kristian Kersting
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
In: Thirty-seventh Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS), Curran Associates, Inc. 2023.