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Face GAN

Face Aging

  • Automatic Face Aging in Videos via Deep Reinforcement Learning [paper] [blog]
  • Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks [paper]
  • SAGAN: Generative Adversarial Network with Spatial Attention for Face Attribute Editing [paper] [code]

Face Drawing

  • APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs [paper] [code]

Face Generation


Face Makeup


Face Swap

  • Faceswap: A tool that utilizes deep learning to recognize and swap faces in pictures and videos [code1] [code2] [code3]

  • faceswap-GAN: Adding Adversarial loss and perceptual loss (VGGface) to deepfakes'(reddit user) auto-encoder architecture [code1]

  • FUNIT: Few-Shot Unsupervised Image-to-Image Translation [paper] [code] [project]


  • Unsupervised Face Normalization With Extreme Pose and Expression in the Wild [paper] [code]

  • GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction [paper] [project]

  • HF-PIM: Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization [paper]

  • Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs [paper]

  • GANimation: Anatomically-aware Facial Animation from a Single Image [paper] [project] [code]

  • StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation [paper] [code]

  • PGAN: Progressive Growing of GANs for Improved Quality, Stability, and Variation [paper] [code1] [code2]

  • few-shot-vid2vid: Few-shot Video-to-Video Synthesis [paper] [code1]