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 )

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Greatest papers with code

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

Talking Face Generation by Adversarially Disentangled Audio-Visual Representation

20 Jul 2018Hangz-nju-cuhk/Talking-Face-Generation-DAVS

Talking face generation aims to synthesize a sequence of face images that correspond to a clip of speech.

TALKING FACE GENERATION VIDEO RETRIEVAL

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

Interpreting the Latent Space of GANs for Semantic Face Editing

25 Jul 2019ShenYujun/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

Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition

2 Sep 2018ZhaoJ9014/High_Performance_Face_Recognition

Benchmarking our model on one of the most popular unconstrained face recognition datasets IJB-C additionally verifies the promising generalizability of AIM in recognizing faces in the wild.

AGE-INVARIANT FACE RECOGNITION FACE GENERATION REPRESENTATION LEARNING

Face Synthesis for Eyeglass-Robust Face Recognition

4 Jun 2018cleardusk/MeGlass

A feasible method is to collect large-scale face images with eyeglasses for training deep learning methods.

FACE GENERATION FACE RECOGNITION ROBUST FACE RECOGNITION

COCO-GAN: Generation by Parts via Conditional Coordinating

ICCV 2019 hubert0527/COCO-GAN

Despite the full images are never generated during training, we show that COCO-GAN can produce \textbf{state-of-the-art-quality} full images during inference.

FACE GENERATION

Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

ECCV 2018 barisgecer/facegan

We propose a novel end-to-end semi-supervised adversarial framework to generate photorealistic face images of new identities with wide ranges of expressions, poses, and illuminations conditioned by a 3D morphable model.

DOMAIN ADAPTATION FACE GENERATION FACE RECOGNITION STYLE TRANSFER