Apr 21, 2024 · In this paper, we introduce an innovative technique to improve the quality of stylized images. Firstly, we propose Style Consistency Instance Normalization ( ...

Mar 26, 2024 · Arbitrary style transfer is a significant topic with research value and application prospect. A desired style transfer, given a content image and referenced ...

Oct 12, 2023 · Attention-based arbitrary style transfer studies have shown promising performance in synthesizing vivid lo- cal style details.

Jul 28, 2023 · Our method can faithfully transfer styles while ensuring structural consistency with the content images. Content image credit (the 1st row): Pixabay/Pexels (CC0) ...

Sep 12, 2023 · Arbitrary style transfer aims to grasp the visual style of an image and apply it to another image while keeping the original content structure. With a trained ...

Feb 25, 2024 · Motivated by our observation that over- confidence stemming from inconsistent sample predictions is the main obstacle to OOD calibration, we propose to guide.

Feb 2, 2024 · A temporal consistency loss to maintain video style transfer stability is proposed. •. A current smallest style transfer model is derived, only 2.67 MB. •. The ...

Jun 11, 2024 · Style transfer aims to render an image with the artis- tic features of a style image, while maintaining the origi- nal structure. Various methods have been ...

Jul 2, 2024 · We introduce a new task, language-driven artistic style transfer (LDAST), to manipulate the style of a content image, guided by a text. We propose contrastive ...

Aug 18, 2023 · Text-driven 3D style transfer aims at stylizing a scene according to the text and generating arbitrary novel views with consistency. Simply combining image/ ...