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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 …
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 …
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 …
Dynamic neural radiance fields for monocular 4d facial avatar reconstruction
We present dynamic neural radiance fields for modeling the appearance and dynamics of a
human face. Digitally modeling and reconstructing a talking human is a key building-block …
human face. Digitally modeling and reconstructing a talking human is a key building-block …
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 …
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 …
[PDF][PDF] Protecting world leaders against deep fakes.
The creation of sophisticated fake videos has been largely relegated to Hollywood studios or
state actors. Recent advances in deep learning, however, have made it significantly easier …
state actors. Recent advances in deep learning, however, have made it significantly easier …
Neural voice puppetry: Audio-driven facial reenactment
Abstract We present Neural Voice Puppetry, a novel approach for audio-driven facial video
synthesis (Video, Code and Demo: https://justusthies. github. io/posts/neural-voice …
synthesis (Video, Code and Demo: https://justusthies. github. io/posts/neural-voice …
Masked relation learning for deepfake detection
DeepFake detection aims to differentiate falsified faces from real ones. Most approaches
formulate it as a binary classification problem by solely mining the local artifacts and …
formulate it as a binary classification problem by solely mining the local artifacts and …