About
Style transfer is the task of changing the style of an image in one domain to the style of an image in another domain.
( Image credit: A Neural Algorithm of Artistic Style )
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Greatest papers with code
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
ICCV 2017
• tensorflow/models
• 
Image-to-image translation is a class of vision and graphics problems where the goal is to learn the mapping between an input image and an output image using a training set of aligned image pairs.
Ranked #1 on
Image-to-Image Translation
on photo2vangogh
(Frechet Inception Distance metric)
MULTIMODAL UNSUPERVISED IMAGE-TO-IMAGE TRANSLATION STYLE TRANSFER UNSUPERVISED IMAGE-TO-IMAGE TRANSLATION
Politeness Transfer: A Tag and Generate Approach
ACL 2020
• fighting41love/funNLP
• 
This paper introduces a new task of politeness transfer which involves converting non-polite sentences to polite sentences while preserving the meaning.
A Neural Algorithm of Artistic Style
In fine art, especially painting, humans have mastered the skill to create unique visual experiences through composing a complex interplay between the content and style of an image.
Exploring the structure of a real-time, arbitrary neural artistic stylization network
• magenta/magenta
•
In this paper, we present a method which combines the flexibility of the neural algorithm of artistic style with the speed of fast style transfer networks to allow real-time stylization using any content/style image pair.
Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN
Recently, with the revolutionary neural style transferring methods, creditable paintings can be synthesized automatically from content images and style images.
Perceptual Losses for Real-Time Style Transfer and Super-Resolution
We consider image transformation problems, where an input image is transformed into an output image.
Ranked #4 on
Nuclear Segmentation
on Cell17
Instance Normalization: The Missing Ingredient for Fast Stylization
• lengstrom/fast-style-transfer
•
It this paper we revisit the fast stylization method introduced in Ulyanov et.
Deep Photo Style Transfer
CVPR 2017
• luanfujun/deep-photo-styletransfer
• 
This paper introduces a deep-learning approach to photographic style transfer that handles a large variety of image content while faithfully transferring the reference style.
Preserving Color in Neural Artistic Style Transfer
This note presents an extension to the neural artistic style transfer algorithm (Gatys et al.).
Artistic style transfer for videos
We present an approach that transfers the style from one image (for example, a painting) to a whole video sequence.