1 code implementation • ECCV 2020 • Tai-Yin Chiu, Danna Gurari
The general framework for fast universal style transfer consists of an autoencoder and a feature transformation at the bottleneck.
no code implementations • 12 Oct 2022 • Tai-Yin Chiu, Danna Gurari
Photorealistic style transfer is the task of synthesizing a realistic-looking image when adapting the content from one image to appear in the style of another image.
1 code implementation • CVPR 2022 • Tai-Yin Chiu, Danna Gurari
To our knowledge, this is the first knowledge distillation method for photorealistic style transfer.
1 code implementation • 22 Oct 2021 • Tai-Yin Chiu, Danna Gurari
First, we introduce blockwise training to perform coarse-to-fine feature transformations that enable state-of-art stylization strength in a single autoencoder in place of the inefficient cascade of four autoencoders used in PhotoWCT.
no code implementations • CVPR 2020 • Tai-Yin Chiu, Yinan Zhao, Danna Gurari
We introduce a new large-scale dataset that links the assessment of image quality issues to two practical vision tasks: image captioning and visual question answering.
no code implementations • ICCV 2019 • Tai-Yin Chiu
Style transfer is a task of rendering images in the styles of other images.