Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

awesome-face-generation

Basic GAN frameworks and approaches for face swap, reenactment, and stylizing.
https://github.com/zhangzjn/awesome-face-generation

  • Awesome Face Generation ![Awesome - face-generation-)
  • arXiv'21.06
  • arXiv'21.04 - ustc.github.io/inversion/)] [[pytorch](https://github.com/bes-dev/MobileStyleGAN.pytorch)]
  • arXiv'21.02 - dev/MobileStyleGAN.pytorch)]
  • CVPR'21
  • CVPR'21 - to-Image Translation [[pytorch](https://github.com/eladrich/pixel2style2pixel)]
  • CVPR'21
  • CVPR'21
  • ICLR'21 - to-Image Translation [[pytorch](https://github.com/yang-song/score_sde_pytorch)] [[tensorflow](https://github.com/yang-song/score_sde)]
  • ICLR'21 - Based GAN for Domain Translation [[pytorch](https://github.com/DinoMan/DINO)]
  • ICML'20 - Distiller: Searching to Compress Generative Adversarial Networks [[pytorch](https://github.com/VITA-Group/AGD)]
  • NIPS'20 - CVLab/PyTorch-StudioGAN)]
  • NIPS'20 - CVLab/circlegan)]
  • NIPS'20 - to-Image Translation by Transferring from GANs [[pytorch](https://github.com/yaxingwang/DeepI2I)]
  • NIPS'20
  • NIPS'20 - autoencoder-pytorch)]
  • ECCV'20 - FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder [[web](https://nvlabs.github.io/COCO-FUNIT/)] [[pytorch](https://github.com/NVlabs/imaginaire/blob/master/projects/coco_funit/README.md)]
  • ECCV'20
  • ECCV'20 - Consistent Video-to-Video Synthesis [[web](https://nvlabs.github.io/wc-vid2vid/)] [[pytorch](https://github.com/NVlabs/imaginaire/blob/master/projects/wc_vid2vid/README.md)]
  • CVPR'20 - v2)]
  • CVPR'20 - Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions [[pytorch](https://github.com/cc-hpc-itwm/UpConv)]
  • NeurIPS'19 - shot Video-to-Video Synthesis [[web](https://nvlabs.github.io/few-shot-vid2vid/)] [[pytorch](https://github.com/NVlabs/few-shot-vid2vid)]
  • ICCV'19 - Shot Unsupervised Image-to-Image Translation [[web](https://nvlabs.github.io/FUNIT/)] [[pytorch](https://github.com/NVlabs/FUNIT)]
  • CVPR'19 - Adaptive Normalization [[web](https://nvlabs.github.io/SPADE/)] [[pytorch](https://github.com/nvlabs/spade/)]
  • NeurIPS'18 - pytorch)] [[tensorflow](https://github.com/openai/glow)]
  • NeurIPS'18 - to-Video Synthesis [[web](https://tcwang0509.github.io/vid2vid/)] [[pytorch](https://github.com/NVIDIA/vid2vid)]
  • CVPR'18 - Domain Image-to-Image Translation [[pytorch](https://github.com/yunjey/stargan)]
  • CVPR'18 - Resolution Image Synthesis and Semantic Manipulation with Conditional GANs [[web](https://tcwang0509.github.io/pix2pixHD/)] [[pytorch](https://github.com/NVIDIA/pix2pixHD)]
  • ECCV'18 - to-Image Translation [[pytorch](https://github.com/NVlabs/MUNIT)]
  • NeurIPS'17 - to-Image Translation Networks [[pytorch](https://github.com/mingyuliutw/UNIT)]
  • ICCV'17 - to-Image Translation using Cycle-Consistent Adversarial Networks [[web](https://junyanz.github.io/CycleGAN/)] [[pytorch](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix)]
  • CVPR'17 - to-Image Translation with Conditional Adversarial Networks [[web](https://phillipi.github.io/pix2pix/)] [[pytorch](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix)]
  • arXiv'21.04
  • arXiv'21.06 - Free Generative Adversarial Networks
  • arXiv'21.04 - Fidelity Image Synthesis [[pytorch](https://github.com/bes-dev/MobileStyleGAN.pytorch)]
  • arXiv'21.03
  • arXiv'21.02 - Group/TransGAN)]
  • arXiv'21.02 - based Wavelet-driven Generative Model [[pytorch](https://github.com/rosinality/stylegan2-pytorch)]
  • arXiv'21.02 - Attention for Medical Image Segmentation [[pytorch](https://github.com/jeya-maria-jose/Medical-Transformer)]
  • arXiv'20.06 - ada-pytorch)]
  • CVPR'21 - GAN/)]
  • CVPR'21
  • CVPR'21 - vipa/OSGAN)]
  • CVPR'21 - gan)]
  • CVPR'21
  • CVPR'21 - Independent Pixel Synthesis [[pytorch](https://github.com/saic-mdal/CIPS)]
  • ICLR'21 - jeong/ContraD)]
  • ICLR'21
  • CVPR'20 - pytorch)] [[tensorflow](https://github.com/NVlabs/stylegan2)]
  • CVPR'20 - GAN: Multi-Scale Gradients for Generative Adversarial Networks [[pytorch](https://github.com/akanimax/BMSG-GAN)]
  • CVPR'20 - Net Based Discriminator for Generative Adversarial Networks [[pytorch](https://github.com/boschresearch/unetgan)]
  • CVPR'20
  • CVPR'19 - Based Generator Architecture for Generative Adversarial Networks [[pytorch](https://github.com/rosinality/style-based-gan-pytorch)] [[tensorflow](https://github.com/NVlabs/stylegan)]
  • ICLR'19 - pytorch)] [[tensorflow](https://github.com/taki0112/BigGAN-Tensorflow)]
  • ICLR'19 - GAN: Generation by Parts via Conditional Coordinating [[pytorch](https://github.com/shaanrockz/COCO-GAN)] [[tensorflow](https://github.com/hubert0527/COCO-GAN)]
  • ICLR'18
  • ICLR'16 - GAN#deep-convolutional-gan)]
  • NIPS'16 - PixelCNN-decoder)]
  • PMLR'16 - min/PixelCNN)] [[tensorflow](https://github.com/carpedm20/pixel-rnn-tensorflow)]
  • arXiv'14.11 - GAN#conditional-gan)]
  • IJCAI'21
  • CVPR'21
  • CVPR'21 - Shot-Face-Swapping-on-Megapixels)]
  • CVPR'20
  • SIGGRAPH'20 - disentanglement)]
  • AAAI'20
  • ACCV'20
  • ACM'20
  • arXiv'20.05 - swapping framework
  • ICCV'19
  • arXiv'18.04
  • CVPR'18 - Set Identity Preserving Face Synthesis
  • arXiv'18.04
  • CVPR'18 - Set Identity Preserving Face Synthesis
  • ACCV'18 - Aware Generative Model for Image-based Face Swapping [[web](https://tatsy.github.io/projects/fsnet/)]
  • CVPR'21 - Shot Free-View Neural Talking-Head Synthesis for Video Conferencing [[web](https://nvlabs.github.io/face-vid2vid/)]
  • CVPR'20 - Identity Face Reenactment [[pytorch](https://github.com/zhangzjn/FReeNet)]
  • ICASSP'20 - guided face reenactment with auxiliary pose and blink signals [[pytorch](https://github.com/zhangzjn/APB2Face)]
  • ECCV'20 - layer Neural Synthesis of One-Shot Realistic Head Avatars [[pytorch](https://github.com/saic-violet/bilayer-model)]
  • arXiv'20.12 - shot Neural Head Synthesis and Editing
  • arXiv'20.05 - GAN for One-Shot Face Reenactment
  • AAAI'20 - Supervised Disentangling of Identity and Pose
  • NIPS'19 - order-model-website/)] [[pytorch](https://github.com/AliaksandrSiarohin/first-order-model)]
  • ECCV'18 - shot Face Reenactment [[pytorch](https://github.com/bj80heyue/One_Shot_Face_Reenactment)]
  • ECCV'18
  • ECCV'18
  • arXiv'21.06 - Tuning StyleGAN2 For Cartoon Face Generation [[pytorch](https://github.com/happy-jihye/Cartoon-StyleGan2)]
  • Siggraph'21 - Consistent Transfer Learning [[web](https://guoxiansong.github.io/homepage/agilegan_cn.html)]
  • ACM TOG'21 - conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows [[pytorch](https://github.com/RameenAbdal/StyleFlow)]
  • NeurIPSW'20
  • TIFS'22
  • CVPR'21 - Driven Emotional Video Portraits [[pytorch](https://github.com/jixinya/EVP/)]
  • ACMMM'21 - Driven Talking Face Synthesis [[pytorch](https://github.com/wuhaozhe/style_avatar)]
  • ICCV'21 - NeRF)]
  • CVPR'21 - Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation [[pytorch](https://github.com/Hangz-nju-cuhk/Talking-Face_PC-AVS)]
  • arXiv'20 - driven Talking Face Video Generation with Learning-based Personalized Head Pose [[pytorch](https://github.com/yiranran/Audio-driven-TalkingFace-HeadPose)]
  • ECCV'20 - driven facial reenactment [[pytorch](https://github.com/miu200521358/NeuralVoicePuppetryMMD)]
  • CVPR'19 - modal talking face generation with dynamic pixel-wise loss [[pytorch](https://github.com/lelechen63/ATVGnet)]
  • AAAI'19 - Visual Representation [[pytorch](https://github.com/Hangz-nju-cuhk/Talking-Face-Generation-DAVS)]
  • ECCV'18
  • SIGGRAPH'17 - Driven Emotional Video Portraits [[tensorflow](https://github.com/supasorn/synthesizing_obama_network_training)]
  • CVPR'19
  • ECCV'18 - time semantic segmentation [[code](https://github.com/zllrunning/face-parsing.PyTorch)]
  • CVPRW'19 - supervised learning: From single image to image set [[code](hhttps://github.com/microsoft/Deep3DFaceReconstruction)]
  • IEEE SPL'16 - task Cascaded Convolutional Networks [[code](https://github.com/ipazc/mtcnn)]
  • IJCB'17 - time Face Detector with High Accuracy [[code](https://github.com/zisianw/FaceBoxes.PyTorch)]
  • CVPR'20 - stage Dense Face Localisation in the Wild [[code](https://github.com/biubug6/Pytorch_Retinaface)]
  • [**CelebA**
  • [**CelebA-HQ**
  • [**CelebAMask-HQ**
  • [**CelebA-Spoof**
  • [**FFHQ**
  • [**VoxCeleb1**
  • [**VoxCeleb2**
  • [**VGGFace**
  • [**VGGFace2**
  • [**RaFD**
  • [**Multi-PIE**
  • [**FaceForensics++**
  • [**SCUT-FBP**
  • [**MakeUp**
  • [**awesome-gan-inversion**
Programming Languages
Python 3 MATLAB 1
Keywords
generative-adversarial-network 1 face-segmentation 1 face-recognition 1 face-generation 1 celeba 1