most citedStyle Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation

12 citations · 12 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Synthetic Data for Robust Runway Detection

Estelle Chigot, Dennis G. Wilson, Meriem Ghrib +2

Deep vision models are now mature enough to be integrated in industrial and possibly critical applications such as autonomous navigation. Yet, data collection and labeling to train…

cs.CV2025★ 12 cited

Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation

Estelle Chigot, Dennis G. Wilson, Meriem Ghrib +1

Semantic segmentation models trained on synthetic data often perform poorly on real-world images due to domain gaps, particularly in adverse conditions where labeled data is scarce…