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Recently published papers

Generative Adversarial Networks

  • Rewriting a Deep Generative Model [arXiv] [GitHub]
  • StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows [arXiv] [GitHub]
  • MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks [arXiv] [GitHub]
  • Unsupervised Representation Learning for Gaze Estimation [arXiv]
  • Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild [arXiv] [GitHub]
  • In-Domain GAN Inversion for Real Image Editing [arXiv] [GitHub]
  • PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer [arXiv] [GitHub]
  • LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup [arXiv] [GitHub]
  • GANSpace: Discovering Interpretable GAN Controls [arXiv] [GitHub]
  • Differentiable Augmentation for Data-Efficient GAN Training [arXiv] [GitHub]
  • Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation [arXiv] [GitHub]
  • SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows [arXiv] [GitHub]
  • Deep Continuous Clustering [arXiv] [GitHub]
  • Robust Continuous Clustering [PNAS] [Bitbucket]
  • StyleGAN2 Distillation for Feed-forward Image Manipulation [arXiv] [GitHub]
  • Self-Learning Transformations for Improving Gaze and Head Redirection [arXiv] [GitHub]

Diffusion Models