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[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence
Due to the fast spread of data through digital media, individuals and societies must assess
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
Stylesync: High-fidelity generalized and personalized lip sync in style-based generator
Despite recent advances in syncing lip movements with any audio waves, current methods
still struggle to balance generation quality and the model's generalization ability. Previous …
still struggle to balance generation quality and the model's generalization ability. Previous …
Diffswap: High-fidelity and controllable face swap** via 3d-aware masked diffusion
In this paper, we propose DiffSwap, a diffusion model based framework for high-fidelity and
controllable face swap**. Unlike previous work that relies on carefully designed network …
controllable face swap**. Unlike previous work that relies on carefully designed network …
Blendface: Re-designing identity encoders for face-swap**
The great advancements of generative adversarial networks and face recognition models in
computer vision have made it possible to swap identities on images from single sources …
computer vision have made it possible to swap identities on images from single sources …
Portraitbooth: A versatile portrait model for fast identity-preserved personalization
Recent advancements in personalized image generation using diffusion models have been
noteworthy. However existing methods suffer from inefficiencies due to the requirement for …
noteworthy. However existing methods suffer from inefficiencies due to the requirement for …
Diffface: Diffusion-based face swap** with facial guidance
We propose a novel diffusion-based framework for face swap**, called DiffFace. Unlike
previous GAN-based models that inherit the challenges of GAN training, ID-conditional …
previous GAN-based models that inherit the challenges of GAN training, ID-conditional …
3d-aware face swap**
Face swap** is an important research topic in computer vision with wide applications in
entertainment and privacy protection. Existing methods directly learn to swap 2D facial …
entertainment and privacy protection. Existing methods directly learn to swap 2D facial …
Fake it till you make it: Curricular dynamic forgery augmentations towards general deepfake detection
Previous studies in deepfake detection have shown promising results when testing face
forgeries from the same dataset as the training. However, the problem remains challenging …
forgeries from the same dataset as the training. However, the problem remains challenging …