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