「CV」 人脸编辑资源汇总

通用图像编辑资源

1 综述

2 理论

3 其他

1. Autoencoding beyond pixels using a learned similarity metric
   2015-11-30 paper | DeepPy | tensorflow

2. Coupled Generative Adversarial Networks
   NIPS 2016 2016-06-24 paper | author | caffe | tensorflow

3. Invertible Conditional GANs for image editing
   NIPS 2016 2016-11-19 paper | torch-lua

4. Learning Residual Images for Face Attribute Manipulation
   CVPR 2017 2016-11-16 paper | caffe

5. Neural Photo Editing with Introspective Adversarial Networks
   ICLR 2017 2016-09-22 paper | theano

6. Neural Face Editing with Intrinsic Image Disentangling
   CVPR 2017 2017-04-13 paper

7. Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
   ICCV 2017 2017-04-13 paper

8. GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data
   BMVC 2017 2017-05-14 paper | Code

9. ST-GAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks
   2017 paper

10. Geometry Guided Adversarial Facial Expression Synthesis
    ACMMM 2018 2017-11-09 paper

11. StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
    CVPR 2018 2017-11-24 paper | pytorch

12. Arbitrary Facial Attribute Editing: Only Change What You Want
    2017-11-29 paper | tensorflow

13. ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
    ECCV 2018 2018-03-28 paper | pytorch

14. Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation
    ACM MM2018 oral 2018-05-19 paper | tensorflow

15. GANimation: Anatomically-aware Facial Animation from a Single Image
    ECCV 2018 oral 2018-07-24 paper | project | pytorch-official

16. STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
    CVPR 2019 2019-04-22 paper | tensorflow-official
    $\bullet \bullet$ STGAN

17. Mask-Guided Portrait Editing with Conditional GANs
    CVPR 2019 2019-05-24 paper
    mask + 条件 GAN：肖像局部编辑

18. MulGAN: Facial Attribute Editing by Exemplar
    2019-12-28 paper
    $\bullet \bullet$
    可同时对多属性进行编辑，且提高了生成质量；

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附录

A 参考资料