Awesome-Portraits-Style-Transfer
An archive of studies related to portrait style transfer
Date
Title
Publish
Paper
Code
Homepage
Recom
2022.10
TargetCLIP: Official PyTorch implementation of the paper Image-Based CLIP-Guided Essence Transfer
ECCV 2022
[paper] [code] [homepage] ⭐️⭐️
2022.04
Unsupervised Image-to-Image Translation with Generative Prior
CVPR 2022
[paper] [code] [homepage] ⭐️⭐️
2021.12
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
NeurIPS 2021
[paper] [code] [homepage] ⭐️
2021.09
CariMe: Unpaired Caricature Generation with Multiple Exaggerations
TMM 2021
[paper] [code] [homepage] ⭐️
2021.09
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation
SIGGRAPH 2021
[paper] [code] [homepage] ⭐️
2021.09
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement
ICCV 2021
[paper] [code] [homepage] ⭐️⭐️
2021.09
SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation
ICCV 2021
[paper] [code] [homepage] ⭐️
2021.07
Making Robots Draw A Vivid Portrait In Two Minutes
IROS 2020
[paper] [code] [homepage] ⭐️⭐️
2021.07
Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs
IEEE 2020
[paper] [code] [homepage] ⭐️⭐️
2020.10
Fine-Tuning StyleGAN2 For Cartoon Face Generation
N/A
[paper] [code] [homepage] ⭐️⭐️
2020.10
WarpGAN: Automatic Caricature Generation
CVPR 2019
[paper] [code] [homepage] ⭐️⭐️
2019.06
APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs
CVPR 2019
[paper] [code] [homepage] ⭐️⭐️
2019.07
A Style-aware Discriminator for Controllable Image Translation
IEEE 2022
[paper] [code] [homepage] ⭐️
2017.03
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
ICCV 2017
[paper] [code] [homepage] ⭐️⭐️
Based on Diffusion models.
Date
Title
Publish
Paper
Code
Homepage
Recom
2023.12
Style Aligned Image Generation via Shared Attention
CVPR 2024
[paper] [code] [homepage] ⭐️⭐️
2023.12
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer
CVPR 2024
[paper] [code] [homepage] ⭐️⭐️
2024.01
FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models
ArXiv 2024
[paper] [code] [homepage] ⭐️⭐️
2023.11
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models
SIGGRAPH Asia 2023
[paper] [code] [homepage] ⭐️⭐️
2023.11
General Image-to-Image Translation with One-Shot Image Guidance
ICCV 2023
[paper] [code] [homepage] ⭐️⭐️
2023.06
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
SIGGRAPH Asia 2023
[paper] [code] [homepage] ⭐️⭐️
2023.05
Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer
ArXiv 2023
[paper] [code] [homepage] ⭐️
2023.03
Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer
ICCV 2023
[paper] [code] [homepage] ⭐️
2023.02
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
TOG 2023
[paper] [code] [homepage] ⭐️
2022.11
Inversion-Based Style Transfer with Diffusion Models
CVPR 2023
[paper] [code] [homepage] ⭐️⭐️
2022.06
CLIPstyler: Image Style Transfer with a Single Text Condition
CVPR 2022
[paper] [code] [homepage] ⭐️
Date
Title
Publish
Paper
Code
Homepage
Recom
2021.06
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
CVPR 2021
[paper] [code] [homepage] ⭐️⭐️
2018.06
Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration
CVPR 2018
[paper] [code] [homepage] ⭐️⭐️
Name
Description
License
Download
Danbooru2017
Danbooru2017 is a large-scale anime image database with 2.9m+ images annotated with 77.5m+ tags; it can be useful for machine learning purposes such as image recognition and generation
CC0 1.0 Download
Danbooru2018
Danbooru2018 is a large-scale anime image database with 3.3m+ images annotated with 92.7m+ tags; it can be useful for machine learning purposes such as image recognition and generation
CC0 1.0 Download
Danbooru2019
Danbooru2019 is a large-scale anime image database with 3.69m+ anime images and illustrations annotated with 108m+ tags; it can be useful for machine learning purposes such as image recognition and generation
CC0 1.0 Download
Danbooru2020
Danbooru2020 is a large-scale anime image database with 4.2m+ anime images and illustrations annotated with 130m+ tags; it can be useful for machine learning purposes such as image recognition and generation
CC0 1.0 Download
Metaface
Metaface is a dataset containing high-quality face images for machine learning applications
N/A
Download
Aligned Ukiyo-e Faces
Over five thousand aligned ukiyo-e faces at 1024x1024 pixel resolution
CC BY-SA 4.0 Download
Cartoon Faces
A dataset of cartoon faces for machine learning applications
N/A
Download
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