Publikationen

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Brian B Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
Dynamic Attention-Guided Diffusion for Image Super-Resolution
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 5, Tucson, Arizona, USA, IEEE, 2025.
Brian Moser; Federico Raue; Tobias Christian Nauen; Stanislav Frolov; Andreas Dengel
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2025), International Joint Conference on Neural Networks, June 30 - July 5, Rome, Italy, IEEE, 2025.
Ryugo Morita; Stanislav Frolov; Brian Moser; Takahiro Shirakawa; Ko Watanabe; Andreas Dengel; Jinjia Zhou
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2025), June 11-15, Nashville, Tennessee, USA, IEEE, 2025.
Ashitha Mudraje; Brian Moser; Stanislav Frolov; Andreas Dengel
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution
In: IEEE International Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2025), August 3-8, BRISBANE, Australia, IEEE, 2025.
Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel
When 512x512 Is Not Enough: Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution
In: IEEE International Conference on Image Processing. IEEE International Conference on Image Processing (ICIP-2025), September 14-17, Anchorage, Alaska, USA, IEEE, 2025.
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 on Neural Networks, Yokohama, Japan, IEEE, 2024.
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, 2024.
Brian B. Moser; Ahmed Anwar; Federico Raue; Stanislav Frolov; Andreas Dengel
Federated Learning for Blind Image Super-Resolution
In: International Conference on Neural Information Processing (ICONIP). International Conference on Neural Information Processing (ICONIP-2024), December 2-6, IEEE, nstitute of Electrical and Electronics Engineers (IEEE), 2024.
Brian Moser; Arundhati Shanbhag; Federico Raue; Stanislav Frolov; Sebastian Palacio; Andreas Dengel
Diffusion Models, Image Super-Resolution, and Everything: A Survey
In: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 0, Pages 1-21, IEEE, 2024.