Lorenz Hufe

According to our database, Lorenz Hufe authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards the AI Historian: Agentic Information Extraction from Primary Sources.

Lorenz Hufe, Niclas Griesshaber, Gavin Greif, Sebastian Oliver Eck, Philip Torr

CoRR, April, 2026

SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models.

Justus Westerhoff, Erblina Purelku, Jakob Hackstein, Jonas Loos, Leo Pinetzki, Erik Rodner, Lorenz Hufe

J. Data-centric Mach. Learn. Res., 2026

2025

Towards Mechanistic Defenses Against Typographic Attacks in CLIP.

Lorenz Hufe, Constantin Venhoff, Maximilian Dreyer, Sebastian Lapuschkin, Wojciech Samek

CoRR, August, 2025

From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance.

Maximilian Dreyer, Lorenz Hufe, Jim Berend, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

CoRR, May, 2025

Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video.

Sonia Joseph, Praneet Suresh, Lorenz Hufe, Edward Stevinson, Robert Graham, Yash Vadi, Danilo Bzdok, Sebastian Lapuschkin, Lee Sharkey, Blake Aaron Richards

CoRR, April, 2025

Steering CLIP's vision transformer with sparse autoencoders.

Sonia Joseph, Praneet Suresh, Ethan Goldfarb, Lorenz Hufe, Yossi Gandelsman, Robert Graham, Danilo Bzdok, Wojciech Samek, Blake Aaron Richards

CoRR, April, 2025

SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models.

Justus Westerhoff, Erblina Purelku, Jakob Hackstein, Leo Pinetzki, Lorenz Hufe

CoRR, April, 2025

The TUB Sign Language Corpus Collection.

Eleftherios Avramidis, Vera Czehmann, Fabian Deckert, Lorenz Hufe, Aljoscha Lipski, Yuni Amaloa Quintero Villalobos, Tae Kwon Rhee, Mengqian Shi, Lennart Stölting, Fabrizio Nunnari, Sebastian Möller

Proceedings of the Adjunct Proceedings of the 25th ACM International Conference on Intelligent Virtual Agents, 2025

2022

Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints.

Lorenz Hufe, Eleftherios Avramidis

Proceedings of the Seventh Conference on Machine Translation, 2022