A collection of image attribute editing papers.
This repository is inspired by lzhbrian/image-to-image-papers.
(by StarGAN)
Papers are ordered in arXiv first version submitting time.
Feel free to send a PR or issue.
| Note | Model | Paper | Conference | paper link | code link |
|---|---|---|---|---|---|
| DFI | Deep Feature Interpolation for Image Content Changes | CVPR 2017 | 1611.05507 | paulu/deepfeatinterp |
| Note | Model | Paper | Conference | paper link | code link |
|---|---|---|---|---|---|
| Text Guided Person Image Synthesis | CVPR 2019 | 1904.05118 |
| Note | Model | Paper | Conference | paper link | code link |
|---|---|---|---|---|---|
| Deep Identity-aware Transfer of Facial Attributes | 1610.05586 | ||||
| IcGAN | Invertible Conditional GANs for image editing | 1611.06355 | Guim3/IcGAN | ||
| Learning Residual Images for Face Attribute Manipulation | CVPR 2017 | 1612.05363 | MingtaoGuo/Learning-Residual-Images-for-Face-Attribute-Manipulation | ||
| Fader Networks | Fader Networks: Manipulating Images by Sliding Attributes | NIPS 2017 | 1706.004009 | facebookresearch/FaderNetworks | |
| AttGAN | AttGAN: Facial Attribute Editing by Only Changing What You Want | 1711.10678 | LynnHo/AttGAN-Tensorflow elvisyjlin/AttGAN-PyTorch | ||
| StarGAN | StarGAN - Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | CVPR 2018 | 1711.09020 | yunjey/stargan | |
| Facelet Bank | Facelet-Bank for Fast Portrait Manipulation | CVPR 2018 | 1803.05576 | yingcong/Facelet_Bank | |
| SpatialAttentionGAN | Generative Adversarial Network with Spatial Attention for Face Attribute Editing | ECCV 2018 | CVF | elvisyjlin/SpatialAttentionGAN | |
| Attribute-aware Face Aging with Wavelet-based Generative Adversarial Networks | CVPR 2019 | 1809.06647 | |||
| Texture Deformation Based Generative Adversarial Networks for Face Editing | 1812.09832 | ||||
| STGAN | STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing | CVPR 2019 | 1904.09709 | csmliu/STGAN | |
| FaceShapeGene | FaceShapeGene: A Disentangled Shape Representation for Flexible Face Image Editing | 1905.01920 | |||
| SemanticComponent | Semantic Component Decomposition for Face Attribute Manipulation | CVPR 2019 | CVF | SemanticComponent |
| Note | Model | Paper | Conference | paper link | code link |
|---|---|---|---|---|---|
| dataset | Fashion-AttGAN | Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN | CVPR 2019 workshop | 1904.07460 | ChanningPing/Fashion_Attribute_Editing |