Face generation is the task of generating (or interpolating) new faces from an existing dataset.

The state-of-the-art results for this task are located in the Image Generation parent.

( Image credit: Progressive Growing of GANs for Improved Quality, Stability, and Variation )

Benchmarks

You can find evaluation results in the subtasks. You can also submitting evaluation metrics for this task.

Greatest papers with code

DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection

1 Jan 2020deepfakes/faceswap

The free access to large-scale public databases, together with the fast progress of deep learning techniques, in particular Generative Adversarial Networks, have led to the generation of very realistic fake content with its corresponding implications towards society in this era of fake news.

DEEPFAKE DETECTION FACE GENERATION FACE SWAPPING

Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation

27 Jul 2020minivision-ai/photo2cartoon

In this paper, we are interested in generating fine-grained cartoon faces for various groups.

FACE GENERATION TRANSFER LEARNING

GANimation: Anatomically-aware Facial Animation from a Single Image

ECCV 2018 albertpumarola/GANimation

Recent advances in Generative Adversarial Networks (GANs) have shown impressive results for task of facial expression synthesis.

CONDITIONAL IMAGE GENERATION FACE GENERATION IMAGE-TO-IMAGE TRANSLATION

A Multiresolution 3D Morphable Face Model and Fitting Framework

1 Feb 2016patrikhuber/eos

In this paper, we present the Surrey Face Model, a multi-resolution 3D Morphable Model that we make available to the public for non-commercial purposes.

3D FACE RECONSTRUCTION FACE GENERATION FACE MODEL FACE RECOGNITION FACIAL LANDMARK DETECTION HEAD POSE ESTIMATION

Interpreting the Latent Space of GANs for Semantic Face Editing

CVPR 2020 ShenYujun/InterFaceGAN

In this work, we propose a novel framework, called InterFaceGAN, for semantic face editing by interpreting the latent semantics learned by GANs.

FACE GENERATION IMAGE MANIPULATION

Photo-Realistic Facial Details Synthesis from Single Image

ICCV 2019 apchenstu/Facial_Details_Synthesis

Our technique employs expression analysis for proxy face geometry generation and combines supervised and unsupervised learning for facial detail synthesis.

FACE GENERATION

AvatarMe: Realistically Renderable 3D Facial Reconstruction "in-the-wild"

CVPR 2020 lattas/avatarme

Over the last years, with the advent of Generative Adversarial Networks (GANs), many face analysis tasks have accomplished astounding performance, with applications including, but not limited to, face generation and 3D face reconstruction from a single "in-the-wild" image.

3D FACE RECONSTRUCTION FACE GENERATION