Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward

M Masood, M Nawaz, KM Malik, A Javed, A Irtaza… - Applied …, 2023 - Springer
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 …

A review on generative adversarial networks: Algorithms, theory, and applications

J Gui, Z Sun, Y Wen, D Tao, J Ye - IEEE transactions on …, 2021 - ieeexplore.ieee.org
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 …

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 …

Multi-attentional deepfake detection

H Zhao, W Zhou, D Chen, T Wei… - Proceedings of the …, 2021 - openaccess.thecvf.com
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 …

Dcface: Synthetic face generation with dual condition diffusion model

M Kim, F Liu, A Jain, X Liu - … of the ieee/cvf conference on …, 2023 - openaccess.thecvf.com
Generating synthetic datasets for training face recognition models is challenging because
dataset generation entails more than creating high fidelity images. It involves generating …

One-shot free-view neural talking-head synthesis for video conferencing

TC Wang, A Mallya, MY Liu - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
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 …

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 …

Image-to-image translation: Methods and applications

Y Pang, J Lin, T Qin, Z Chen - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
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 …

Diffused heads: Diffusion models beat gans on talking-face generation

M Stypułkowski, K Vougioukas, S He… - Proceedings of the …, 2024 - openaccess.thecvf.com
Talking face generation has historically struggled to produce head movements and natural
facial expressions without guidance from additional reference videos. Recent developments …

Fsgan: Subject agnostic face swap** and reenactment

Y Nirkin, Y Keller, T Hassner - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
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 …