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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Subtasks

Datasets

Latest papers with code

Self-supervised Augmentation Consistency for Adapting Semantic Segmentation

30 Apr 2021visinf/da-sac

We propose an approach to domain adaptation for semantic segmentation that is both practical and highly accurate.

DATA AUGMENTATION DOMAIN ADAPTATION SEMANTIC SEGMENTATION STYLE TRANSFER

26
30 Apr 2021

NTIRE 2021 Depth Guided Image Relighting Challenge

27 Apr 2021majedelhelou/VIDIT

In this paper, we review the NTIRE 2021 depth guided image relighting challenge.

DATA AUGMENTATION DOMAIN ADAPTATION IMAGE RELIGHTING STYLE TRANSFER

72
27 Apr 2021

Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer

12 Apr 2021PaddlePaddle/PaddleGAN

Inspired by the common painting process of drawing a draft and revising the details, we introduce a novel feed-forward method named Laplacian Pyramid Network (LapStyle).

STYLE TRANSFER

3,137
12 Apr 2021

StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer

12 Apr 2021lvyiwei1/StylePTB

Many of the existing style transfer benchmarks primarily focus on individual high-level semantic changes (e. g. positive to negative), which enable controllability at a high level but do not offer fine-grained control involving sentence structure, emphasis, and content of the sentence.

STYLE TRANSFER TEXT STYLE TRANSFER

11
12 Apr 2021

Diamond in the rough: Improving image realism by traversing the GAN latent space

12 Apr 2021jwen307/diamondintherough

Leveraging the learned structure of the latent space, we find moving in this direction corrects many image artifacts and brings the image into greater realism.

STYLE TRANSFER

2
12 Apr 2021

Instagram Filter Removal on Fashionable Images

11 Apr 2021birdortyedi/instagram-filter-removal-pytorch

However, CNNs generally fail to interpret both the image and its filtered version as the same in the visual analysis of social media images.

REVERSE STYLE TRANSFER

15
11 Apr 2021

Robust Differentiable SVD

8 Apr 2021WeiWangTrento/Robust-Differentiable-SVD

Eigendecomposition of symmetric matrices is at the heart of many computer vision algorithms.

IMAGE CLASSIFICATION STYLE TRANSFER

12
08 Apr 2021

Image-based Virtual Fitting Room

8 Apr 2021jiechen2358/VirtualFittingRoom

We firstly used Mask R-CNN to find the regions of different fashion items, and secondly used Neural Style Transfer to change the style of the selected fashion items.

STYLE TRANSFER

9
08 Apr 2021

XFORMAL: A Benchmark for Multilingual Formality Style Transfer

8 Apr 2021Elbria/xformal-FoST

We take the first step towards multilingual style transfer by creating and releasing XFORMAL, a benchmark of multiple formal reformulations of informal text in Brazilian Portuguese, French, and Italian.

STYLE TRANSFER

2
08 Apr 2021

Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer

5 Apr 2021VinAIResearch/CPM

However, existing works overlooked the latter components and confined makeup transfer to color manipulation, focusing only on light makeup styles.

FACIAL MAKEUP TRANSFER STYLE TRANSFER VIRTUAL TRY-ON

28
05 Apr 2021