Publications

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Brian Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2024), International Joint Conference …
Stanislav Frolov; Brian Moser; Sebastian Palacio; Andreas Dengel
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation
In: 32nd ACM Multimedia Conference. ACM International Conference on Multimedia (ACM MM-2024), ACM Digital Library, 2024.
Stanislav Frolov; Brian Moser; Andreas Dengel
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), IEEE, …
Brian Moser; Federico Raue; Stanislav Frolov; Sebastian Palacio; Jörn Hees; Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Pages 1-21, IEEE, 2/2023.
Joao Maria Janeiro; Stanislav Frolov; Alaaeldin El-Nouby; Jakob Verbeek
Are Visual Recognition Models Robust to Image Compression?
In: International Conference on Machine Learning Workshop Neural Compression: From Information Theory to Applications. International Conference on …
Brian Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
DWA: Differential Wavelet Amplifier for Image Super-Resolution
In: Artificial Neural Networks and Machine Learning ICANN 2023. International Conference on Artificial Neural Networks (ICANN-2023), International …
Stanislav Frolov; Prateek Bansal; Jörn Hees; Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions
In: The 31st International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks (ICANN-2022), Springer, …
Stanislav Frolov; Tobias Hinz; Federico Raue; Jörn Hees; Andreas Dengel
Adversarial Text-to-Image Synthesis: A Review
In: Neural Networks, Vol. 144, Pages 187-209, Journal of Neural Network, Elsevier, 12/2021.
Fatemeh Azimi; Stanislav Frolov; Federico Raue; Jörn Hees; Andreas Dengel
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching
In: VISAPP. International Conference on Computer Vision Theory and Applications (VISAPP-2021), located at VISIGRAPP, February 8-10, Virtual, Springer, …
Ricard Durall; Stanislav Frolov; Jörn Hees; Federico Raue; Franz-Josef Pfreundt; Andreas Dengel; Janis Keuper
Combining Transformer Generators with Convolutional Discriminators
In: Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27 - …