Follow
Manuel Brack
Manuel Brack
Research Scientist @ DFKI | Researcher PhD Candidate @ AI&ML Lab, Darmstadt
Verified email at cs.tu-darmstadt.de
Title
Cited by
Cited by
Year
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
P Schramowski, M Brack, B Deiseroth, K Kersting
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
952023
SEGA: Instructing Text-to-Image Models using Semantic Guidance
M Brack, F Friedrich, D Hintersdorf, L Struppek, P Schramowski, ...
Proceedings of the 37th Conference on Neural Information Processing Systems …, 2023
51*2023
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness
F Friedrich, M Brack, L Struppek, D Hintersdorf, P Schramowski, ...
arXiv preprint arXiv:2302.10893, 2023
492023
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis
L Struppek, D Hintersdorf, F Friedrich, M Brack, P Schramowski, ...
Journal of Artificial Intelligence Research (JAIR) 78, 1017-1068, 2023
32*2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
M Bellagente, M Brack, H Teufel, F Friedrich, B Deiseroth, C Eichenberg, ...
Proceedings of the 37th Conference on Neural Information Processing Systems …, 2023
17*2023
LEDITS++: Limitless Image Editing using Text-to-Image Models
M Brack, F Friedrich, K Kornmeier, L Tsaban, P Schramowski, K Kersting, ...
Proceedings of the IEEE / CVF Computer Vision and Pattern Recognition …, 2024
15*2024
How Long Do Vulnerabilities Live in the Code? A Large-Scale Empirical Measurement Study on FOSS Vulnerability Lifetimes
N Alexopoulos, M Brack, JP Wagner, T Grube, M Mühlhäuser
Proceedings of the 31st USENIX Security Symposium (USENIX Security 22), 359-376, 2022
152022
Atman: Understanding transformer predictions through memory efficient attention manipulation
B Deiseroth, M Deb, S Weinbach, M Brack, P Schramowski, K Kersting
Proceedings of the 37th Conference on Neural Information Processing Systems …, 2023
12*2023
Does CLIP Know My Face?
D Hintersdorf, L Struppek, M Brack, F Friedrich, P Schramowski, ...
Journal of Artificial Intelligence Research (JAIR), 2024
6*2024
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness?
M Brack, F Friedrich, P Schramowski, K Kersting
Workshop on Challenges of Deploying Generative AI at ICML and Workshop on …, 2023
62023
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge
M Brack, P Schramowski, K Kersting
Proceedings of the ART of Safety: Workshop on Adversarial testing and Red …, 2023
22023
Learning by Self-Explaining
W Stammer, F Friedrich, D Steinmann, M Brack, H Shindo, K Kersting
arXiv preprint arXiv:2309.08395, 2023
22023
ILLUME: Rationalizing Vision-Language Models through Human Interactions
M Brack, P Schramowski, B Deiseroth, K Kersting
Proceedings of the International Conference on Machine Learning (ICML), 2023
22023
A large-scale statistical Analysis of Vulnerability Lifetimes in Open-Source Software
M Brack
Bachelor thesis. Technical University of Darmstadt, 2020
22020
Image Classifiers Leak Sensitive Attributes About Their Classes
L Struppek, D Hintersdorf, F Friedrich, M Brack, P Schramowski, ...
arXiv preprint arXiv:2303.09289, 2023
12023
DeiSAM: Segment Anything with Deictic Prompting
H Shindo, M Brack, G Sudhakaran, DS Dhami, P Schramowski, K Kersting
arXiv preprint arXiv:2402.14123, 2024
2024
LLAVAGUARD: VLM-based Safeguard for Vision Dataset Curation and Safety Assessment
L Helff, F Friedrich, M Brack, P Schramowsk, K Kersting
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
2024
Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations
L Struppek, D Hintersdorf, F Friedrich, M Brack, P Schramowski, ...
arXiv preprint arXiv:2303.09289, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–18