Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
A review on generative adversarial networks: Algorithms, theory, and applications
Generative adversarial networks (GANs) have recently become a hot research topic;
however, they have been studied since 2014, and a large number of algorithms have been …
however, they have been studied since 2014, and a large number of algorithms have been …
Abaw: Valence-arousal estimation, expression recognition, action unit detection & multi-task learning challenges
D Kollias - Proceedings of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
This paper describes the third Affective Behavior Analysis in-the-wild (ABAW) Competition,
held in conjunction with IEEE International Conference on Computer Vision and Pattern …
held in conjunction with IEEE International Conference on Computer Vision and Pattern …
Multi-attentional deepfake detection
Face forgery by deepfake is widely spread over the internet and has raised severe societal
concerns. Recently, how to detect such forgery contents has become a hot research topic …
concerns. Recently, how to detect such forgery contents has become a hot research topic …
Dcface: Synthetic face generation with dual condition diffusion model
Generating synthetic datasets for training face recognition models is challenging because
dataset generation entails more than creating high fidelity images. It involves generating …
dataset generation entails more than creating high fidelity images. It involves generating …
One-shot free-view neural talking-head synthesis for video conferencing
We propose a neural talking-head video synthesis model and demonstrate its application to
video conferencing. Our model learns to synthesize a talking-head video using a source …
video conferencing. Our model learns to synthesize a talking-head video using a source …
Thin-plate spline motion model for image animation
J Zhao, H Zhang - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
Image animation brings life to the static object in the source image according to the driving
video. Recent works attempt to perform motion transfer on arbitrary objects through …
video. Recent works attempt to perform motion transfer on arbitrary objects through …
Image-to-image translation: Methods and applications
Image-to-image translation (I2I) aims to transfer images from a source domain to a target
domain while preserving the content representations. I2I has drawn increasing attention and …
domain while preserving the content representations. I2I has drawn increasing attention and …
Diffused heads: Diffusion models beat gans on talking-face generation
Talking face generation has historically struggled to produce head movements and natural
facial expressions without guidance from additional reference videos. Recent developments …
facial expressions without guidance from additional reference videos. Recent developments …
Fsgan: Subject agnostic face swap** and reenactment
Abstract We present Face Swap** GAN (FSGAN) for face swap** and reenactment.
Unlike previous work, FSGAN is subject agnostic and can be applied to pairs of faces …
Unlike previous work, FSGAN is subject agnostic and can be applied to pairs of faces …