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Stanislav Frolov — most-cited papers & profile · Generative Models
← authors
·
overview
Stanislav Frolov
17
papers ·
9
citations ·
7
h-index
German Research Centre for Artificial Intelligence
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
LGTM: Training-Free Light-Guided Text-to-Image Diffusion Model via Initial Noise Manipulation
2026
Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning
2024
Unlocking Dataset Distillation with Diffusion Models
2024
DT2I: Dense Text-to-Image Generation from Region Descriptions
2022
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation
2024
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time
2024
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution
2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
2024
Top co-authors
Andreas Dengel
· 5
Brian B. Moser
· 5
Federico Raue
· 3
Andreas Dengel
· 2
Brian Bernhard Moser
· 2
Ryugo Morita
· 2
Sebastian Palacio
· 2
Andreas Dengel
· 1
Arundhati S. Shanbhag
· 1
Jinjia Zhou
· 1
J\"orn Hees
· 1
Ko Watanabe
· 1
Topics
Diffusion Models
Text-to-Image
Audio Generation
Text-to-Video
Conditioning & Control
GANs
3D & NeRF Generation
Training & Sampling