🦓 GAN-Zoos!


🖼 Generative Adversarial Networks : Paper Review (Github)

GAN Basics

Conditional GAN

GAN Architecture

Text-to-Image

Improved Training Techniques

GAN Inversion

  1. Latent Optimization
  2. Encoder
  3. Hybrid approach

Disentangled Manipulation

Image Editing

Webtoon/Anime GAN & Image Blending

Super Resolution

  • BSRGAN: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV 2021) : arxiv, code
  • Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data (ICCVW 2021): arxiv, code

Sketch based Generation

3D GAN & Rendering


😊 Talking Head : Paper list

Landmark-based Model

Warping-based Model

  • X2Face: A network for controlling face generation by using images, audio, and pose codes (ECCV 2018) : arxiv, project
  • Monkey-Net: Animating Arbitrary Objects via Deep Motion Transfer (CVPR 2019) : arxiv, project, code
  • FOMM: First Order Motion Model for Image Animation (NeurIPS 2019) : arxiv, code
  • face vid2vid: One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing (CVPR 2021): arxiv, project
  • articulated animation: Motion Representations for Articulated Animation (CVPR 2021) : arxiv, code, project