Search Results for author: Sylvia C. Pont

Found 2 papers, 1 papers with code

What Can Style Transfer and Paintings Do For Model Robustness?

1 code implementation • CVPR 2021 • Hubert Lin, Mitchell Van Zuijlen, Sylvia C. Pont, Maarten W. A. Wijntjes, Kavita Bala

First, we investigate the role of paintings as style images for stylization-based data augmentation.

Data Augmentation Style Transfer

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Insights From A Large-Scale Database of Material Depictions In Paintings

no code implementations • 24 Nov 2020 • Hubert Lin, Mitchell Van Zuijlen, Maarten W. A. Wijntjes, Sylvia C. Pont, Kavita Bala

We also find that FasterRCNN, a model which has been designed for object recognition in natural scenes, can be quickly repurposed for detection of materials in paintings.

Domain Adaptation Interactive Segmentation +1

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