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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 …
Artificial intelligence in the creative industries: a review
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …
applications in the context of the creative industries. A brief background of AI, and …
Gaussian head avatar: Ultra high-fidelity head avatar via dynamic gaussians
Creating high-fidelity 3D head avatars has always been a research hotspot but there
remains a great challenge under lightweight sparse view setups. In this paper we propose …
remains a great challenge under lightweight sparse view setups. In this paper we propose …
Learning an animatable detailed 3D face model from in-the-wild images
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …
they suffer several limitations. Some methods produce faces that cannot be realistically …
Neural head avatars from monocular rgb videos
Abstract We present Neural Head Avatars, a novel neural representation that explicitly
models the surface geometry and appearance of an animatable human avatar that can be …
models the surface geometry and appearance of an animatable human avatar that can be …
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 …
State of the art on neural rendering
Efficient rendering of photo‐realistic virtual worlds is a long standing effort of computer
graphics. Modern graphics techniques have succeeded in synthesizing photo‐realistic …
graphics. Modern graphics techniques have succeeded in synthesizing photo‐realistic …
Towards metrical reconstruction of human faces
Face reconstruction and tracking is a building block of numerous applications in AR/VR,
human-machine interaction, as well as medical applications. Most of these applications rely …
human-machine interaction, as well as medical applications. Most of these applications rely …
Authentic volumetric avatars from a phone scan
Creating photorealistic avatars of existing people currently requires extensive person-
specific data capture, which is usually only accessible to the VFX industry and not the …
specific data capture, which is usually only accessible to the VFX industry and not the …
Few-shot adversarial learning of realistic neural talking head models
Several recent works have shown how highly realistic human head images can be obtained
by training convolutional neural networks to generate them. In order to create a personalized …
by training convolutional neural networks to generate them. In order to create a personalized …