Dr. Denis Lukovnikov

@inproceedings{Lukovnikov2025EnablingControlNet,

title = {Enabling ControlNet to follow Localized Descriptions Using Cross-Attention Control},

author = {Denis Lukovnikov and Asja Fischer},

url = {https://doi.org/10.1007/978-3-032-05981-9_19},

year  = {2025},

date = {2025-01-01},

booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lukovnikov2025AreSemantic,

title = {Are Semantic Watermarks for Diffusion Models Resilient to Layout Control?},

author = {Denis Lukovnikov and Andreas Müller and Jonas Thietke and Erwin Quiring and Asja Fischer},

url = {https://openreview.net/forum?id=pFMNK403AH},

year  = {2025},

date = {2025-01-01},

booktitle = {International Conference on Learning Representations (ICLR) Workshops},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Müller2025Black-BoxForgery,

title = {Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models},

author = {Andreas Müller and Denis Lukovnikov and Jonas Thietke and Asja Fischer and Erwin Quiring},

url = {https://arxiv.org/abs/2412.03283},

year  = {2025},

date = {2025-01-01},

booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thietke2025TowardsCorrect,

title = {Towards a Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models},

author = {Jonas Thietke and Andreas Müller and Denis Lukovnikov and Asja Fischer and Erwin Quiring},

url = {https://openreview.net/forum?id=yENK6DYuXv},

year  = {2025},

date = {2025-01-01},

booktitle = {International Conference on Learning Representations (ICLR) Workshops},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ricker2024AEROBLADETraining-Free,

title = {AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error},

author = {Jonas Ricker and Denis Lukovnikov and Asja Fischer},

url = {https://doi.org/10.1109/CVPR52733.2024.00872},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lukovnikov2021DetectingCompositionally,

title = {Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing},

author = {Denis Lukovnikov and Sina Daubener and Asja Fischer},

url = {https://doi.org/10.18653/v1/2021.findings-emnlp.54},

year  = {2021},

date = {2021-01-01},

booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lukovnikov2021ImprovingBreadth-Wise,

title = {Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies.},

author = {Denis Lukovnikov and Asja Fischer},

url = {https://proceedings.mlr.press/v139/lukovnikov21a.html},

year  = {2021},

date = {2021-01-01},

booktitle = {International Conference on Machine Learning (ICML)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lukovnikov2021Insertion-basedTree,

title = {Insertion-based Tree Decoding},

author = {Denis Lukovnikov and Asja Fischer},

url = {https://doi.org/10.18653/v1/2021.findings-acl.283},

year  = {2021},

date = {2021-01-01},

booktitle = {Findings of the Association for Computational Linguistics (ACL-IJCNLP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}