Maskgan: Towards diverse and interactive facial image manipulation

CH Lee, Z Liu, L Wu, P Luo - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
Facial image manipulation has achieved great progress in recent years. However, previous
methods either operate on a predefined set of face attributes or leave users little freedom to …

Transeditor: Transformer-based dual-space gan for highly controllable facial editing

Y Xu, Y Yin, L Jiang, Q Wu, C Zheng… - Proceedings of the …, 2022 - openaccess.thecvf.com
Recent advances like StyleGAN have promoted the growth of controllable facial editing. To
address its core challenge of attribute decoupling in a single latent space, attempts have …

Styleganex: Stylegan-based manipulation beyond cropped aligned faces

S Yang, L Jiang, Z Liu, CC Loy - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Recent advances in face manipulation using StyleGAN have produced impressive results.
However, StyleGAN is inherently limited to cropped aligned faces at a fixed image resolution …

A latent transformer for disentangled face editing in images and videos

X Yao, A Newson, Y Gousseau… - Proceedings of the …, 2021 - openaccess.thecvf.com
High quality facial image editing is a challenging problem in the movie post-production
industry, requiring a high degree of control and identity preservation. Previous works that …

When stylegan meets stable diffusion: a w+ adapter for personalized image generation

X Li, X Hou, CC Loy - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Text-to-image diffusion models have remarkably excelled in producing diverse high-quality
and photo-realistic images. This advancement has spurred a growing interest in …

Face editing based on facial recognition features

X Ning, S Xu, F Nan, Q Zeng, C Wang… - … on Cognitive and …, 2022 - ieeexplore.ieee.org
Face editing generates a face image with the target attributes without changing the identity
or other information. Current methods have achieved considerable performance; however …

Talk-to-edit: Fine-grained facial editing via dialog

Y Jiang, Z Huang, X Pan, CC Loy… - Proceedings of the …, 2021 - openaccess.thecvf.com
Facial editing is an important task in vision and graphics with numerous applications.
However, existing works are incapable to deliver a continuous and fine-grained editing …

Mask-guided portrait editing with conditional gans

S Gu, J Bao, H Yang, D Chen… - Proceedings of the …, 2019 - openaccess.thecvf.com
Portrait editing is a popular subject in photo manipulation. The Generative Adversarial
Network (GAN) advances the generating of realistic faces and allows more face editing. In …

Fine-grained face swapping via regional gan inversion

Z Liu, M Li, Y Zhang, C Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a novel paradigm for high-fidelity face swapping that faithfully preserves the
desired subtle geometry and texture details. We rethink face swapping from the perspective …

High-fidelity and arbitrary face editing

Y Gao, F Wei, J Bao, S Gu, D Chen… - Proceedings of the …, 2021 - openaccess.thecvf.com
Cycle consistency is widely used for face editing. However, we observe that the generator
tends to find a tricky way to hide information from the original image to satisfy the constraint …