face-generation

Face Age Editing

3260 papers • 126 benchmarks • 313 datasets

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Benchmarks

These leaderboards are used to track progress in face-generation

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Libraries

i

Use these libraries to find face-generation models and implementations

Datasets

FFHQ-Aging

VGGFace2 HQ

Subtasks

No subtasks available.

Most implemented papers

Lifespan Age Transformation Synthesis

Eli Shechtman, Ohad Fried, Ira Kemelmacher-Shlizerman, Soumyadip Sengupta, Roy Or-El•Fri Mar 20 2020

This work proposes a novel multi-domain image-to-image generative adversarial network architecture, whose learned latent space models a continuous bi-directional aging process.

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Custom Structure Preservation in Face Aging

Guillermo Gomez-Trenado, Stéphane Lathuilière, Pablo Mesejo, Ó. Cordón•Thu Jul 21 2022

This work proposes a novel architecture for face age editing that can produce structural modifications while maintaining relevant details present in the original image and introduces a masking mechanism, the CUstom Structure Preservation module, that distinguishes relevant regions in the input image from those that should be discarded.

33 0

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Only a matter of style: age transformation using a style-based regression model

Yuval Alaluf, Or Patashnik, D. Cohen-Or•Thu Dec 31 2020

An image-to-image translation method that learns to directly encode real facial images into the latent space of a pre-trained unconditional GAN subject to a given aging shift, which learns a more disentangled, non-linear path.

162 0

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