Manuel Brack

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 21

Top Topics

Adobe Photoshop

Diffusion Model

Image Generation

Top Venues

J. Artif. Intell. Res.

USENIX Security Symposium

Publications

Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski
LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment. CoRR (2024)
Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting
DeiSAM: Segment Anything with Deictic Prompting. CoRR (2024)
Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings. CoRR (2024)
Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting
Does CLIP Know My Face? J. Artif. Intell. Res. 80 (2024)
Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting
SEGA: Instructing Text-to-Image Models using Semantic Guidance. NeurIPS (2023)
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CVPR (2023)
Felix Friedrich, Patrick Schramowski, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Sasha Luccioni, Kristian Kersting
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness. CoRR (2023)
Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Björn Deiseroth, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Koen Oostermeijer, Andrés Felipe Cruz-Salinas, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. NeurIPS (2023)
Manuel Brack, Felix Friedrich, Dominik Hintersdorf, Lukas Struppek, Patrick Schramowski, Kristian Kersting
SEGA: Instructing Diffusion using Semantic Dimensions. CoRR (2023)
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis. J. Artif. Intell. Res. 78 (2023)
Manuel Brack, Patrick Schramowski, Kristian Kersting
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge. CoRR (2023)
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting
Image Classifiers Leak Sensitive Attributes About Their Classes. CoRR (2023)
Manuel Brack, Felix Friedrich, Katharina Kornmeier, Linoy Tsaban, Patrick Schramowski, Kristian Kersting, Apolinário Passos
LEDITS++: Limitless Image Editing using Text-to-Image Models. CoRR (2023)
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
ILLUME: Rationalizing Vision-Language Models through Human Interactions. ICML (2023)
Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Björn Deiseroth, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Koen Oostermeijer, Andrés Felipe Cruz-Salinas, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. CoRR (2023)
Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. NeurIPS (2023)
Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness? CoRR (2023)
Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber. CoRR (2022)
Nikolaos Alexopoulos, Manuel Brack, Jan Philipp Wagner, Tim Grube, Max Mühlhäuser
How Long Do Vulnerabilities Live in the Code? A Large-Scale Empirical Measurement Study on FOSS Vulnerability Lifetimes. USENIX Security Symposium (2022)
Manuel Brack, Patrick Schramowski, Felix Friedrich, Dominik Hintersdorf, Kristian Kersting
The Stable Artist: Steering Semantics in Diffusion Latent Space. CoRR (2022)
Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CoRR (2022)