The creation and detection of deepfakes: A survey

Y Mirsky, W Lee - ACM computing surveys (CSUR), 2021 - dl.acm.org
Generative deep learning algorithms have progressed to a point where it is difficult to tell the
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …

A comprehensive overview of Deepfake: Generation, detection, datasets, and opportunities

JW Seow, MK Lim, RCW Phan, JK Liu - Neurocomputing, 2022 - Elsevier
When used maliciously, deepfake can pose detrimental implications to political and social
forces including reducing public trust in institutions, damaging the reputation of prominent …

Animate anyone: Consistent and controllable image-to-video synthesis for character animation

L Hu - Proceedings of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Character Animation aims to generating character videos from still images through driving
signals. Currently diffusion models have become the mainstream in visual generation …

Follow your pose: Pose-guided text-to-video generation using pose-free videos

Y Ma, Y He, X Cun, X Wang, S Chen, X Li… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Generating text-editable and pose-controllable character videos have an imperious demand
in creating various digital human. Nevertheless, this task has been restricted by the absence …

Neural actor: Neural free-view synthesis of human actors with pose control

L Liu, M Habermann, V Rudnev, K Sarkar… - ACM transactions on …, 2021 - dl.acm.org
We propose Neural Actor (NA), a new method for high-quality synthesis of humans from
arbitrary viewpoints and under arbitrary controllable poses. Our method is developed upon …

Neuman: Neural human radiance field from a single video

W Jiang, KM Yi, G Samei, O Tuzel, A Ranjan - European Conference on …, 2022 - Springer
Photorealistic rendering and reposing of humans is important for enabling augmented reality
experiences. We propose a novel framework to reconstruct the human and the scene that …

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 …

Stylegan-human: A data-centric odyssey of human generation

J Fu, S Li, Y Jiang, KY Lin, C Qian, CC Loy… - … on Computer Vision, 2022 - Springer
Unconditional human image generation is an important task in vision and graphics, enabling
various applications in the creative industry. Existing studies in this field mainly focus on …

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 …