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Metadata

👦<->👨<->👩<->👵, A collection of attribute editing papers. (Feel free to submit PR)

Image Attribute Editing papers

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.

Table of Content

  • Image Attribute Editing papers
    • Table of Content
    • General
    • Person
    • Facial
    • Fashion

General

Note Model Paper Conference paper link code link
DFI Deep Feature Interpolation for Image Content Changes CVPR 2017 1611.05507 paulu/deepfeatinterp

Person

Note Model Paper Conference paper link code link
Text Guided Person Image Synthesis CVPR 2019 1904.05118

Facial

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

Fashion

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

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Metadata

👦<->👨<->👩<->👵, A collection of attribute editing papers. (Feel free to submit PR)

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