Fusion of Style|Path Generative Networks for Facial Style Transfer

Cross fusion attention and frequency loss for image style transfer

L.A. Gatys, A.S. Ecker, M. Bethge, Image style transfer using convolutional neural networks, in: Proceedings of the IEEE Conference on Computer Vision and ...

Style-exprGAN: Diverse Smile Style Image Generation Via Attention ...

The proposed framework uses an expression-attention Siamese network (EASN) model and a two-stage style-expression generative adversarial network (style-exprGAN) ...

Style Transfer with Generative Adversarial Networks - AMS Tesi

The goal is to determine whether or not the the image contains some specific object, such as a face. • Motion analysis: a sequence of images is processed, in ...

Extending user control for image stylization using hierarchical style ...

We propose a hierarchical style transfer network (HSTN) for neural style transfer. We propose a fixpoint control loss and the use of denoising loss for HSTN.

Large-pose facial makeup transfer based on generative adversarial ...

The makeup fusion module fuses makeup style and facial identity features and generates final results. Figure 3. Network structure.

【EP10】StyleGAN-Based Portrait Image and Video Style Transfer

computervision #styletransfer **Title** StyleGAN-Based Portrait Image and Video Style Transfer **Abstract** Portrait style transfer aims to ...

[PDF] Language-Guided Face Animation by Recurrent StyleGAN ...

7 Citations · FISTNet: FusIon of STyle-path generative Networks for facial style transfer · FacEnhance: Facial Expression Enhancing with Recurrent DDPMs · MM- ...

A Diverse Domain Generative Adversarial Network for Style Transfer ...

This is used in various applications especially in social networking sites such as SnapChat and beauty cameras. A number of style transfer algorithms have been ...

Anime Avatar Generation Based on Generative Adversarial Networks

This study addresses the challenges of facial detail loss and discriminator bias in image style transfer tasks. Building upon the DualStyleGAN network, the ...

Character Creation Model and Analysis of Figure Painting Fused ...

Experiments show that the lightweight style transfer algorithm proposed in this chapter guarantees the quality of stylized images. The network model has fewer ...

Multi-Level Patch Transformer for Style Transfer with Single ...

Despite the success of Generative Adversarial. Networks (GANs) [13] in generating high-quality results, the requirement of an image database with the same style ...

flyingby/Awesome-Deepfake-Generation-and-Detection - GitHub

[2] It also contains several related domains, including Heas Swapping, Face Super-resolution, Face Reconstruction, Face Inpainting, Body Animation, Portrait ...

Multi-Modal Face Stylization with a Generative Prior - Eurographics

model needs to support multiple styles ... defines one-shot face stylization as a style transfer problem. ... Anigan: Style-guided generative adversarial networks ...

Mitigating Demographic Bias in Facial Datasets with Style-Based ...

Since our aim is to enhance the demographic diversity of a facial dataset, we propose a style transfer approach using Generative Adversarial ...

Ik Hyun Lee | Papers With Code

In this paper, we propose a FusIon of STyles (FIST) network for facial images that leverages pre-trained multipath style transfer networks to eliminate the ...

Fused Attention for Clothing Transfer with Generative Adversarial ...

Transfer with Generative Adversarial Networks ... domain transfer tasks such as facial attributes transfer ... the representation of image styles on neural style ...

Style Transfer for 2D Talking Head Generation - CVF Open Access

Generative Adversarial Networks. arXiv preprint arXiv:1406.2661, 2014. 1. [16] David Greenwood, Iain Matthews, and Stephen Laycock. Joint Learning of Facial ...

AI Image Generation, Explained. - AltexSoft

Generative Adversarial Networks (GANs) ... Neural Style Transfer (NST). Neural Style ... DALL-E is a fusion of Dali and WALL-E ...

Blind Face Restoration via Multi-Prior Collaboration and Adaptive ...

Furthermore, we design adaptive priors feature fusion (APFF) blocks to incorporate the prior features from pretrained face synthesis GAN and ...

FrseGAN: Free‐style editable facial makeup transfer based on GAN ...

To explore this, we propose novel pipeline which combines well-designed Convolutional. Neural Network with Transformer to leverage the ...