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Protecting celebrities from deepfake with identity consistency transformer
In this work we propose Identity Consistency Transformer, a novel face forgery detection
method that focuses on high-level semantics, specifically identity information, and detecting …
method that focuses on high-level semantics, specifically identity information, and detecting …
On the detection of digital face manipulation
Detecting manipulated facial images and videos is an increasingly important topic in digital
media forensics. As advanced face synthesis and manipulation methods are made …
media forensics. As advanced face synthesis and manipulation methods are made …
Deepfake video detection using recurrent neural networks
In recent months a machine learning based free software tool has made it easy to create
believable face swaps in videos that leaves few traces of manipulation, in what are known …
believable face swaps in videos that leaves few traces of manipulation, in what are known …
Deep video portraits
We present a novel approach that enables photo-realistic re-animation of portrait videos
using only an input video. In contrast to existing approaches that are restricted to …
using only an input video. In contrast to existing approaches that are restricted to …
Synthesizing obama: learning lip sync from audio
Given audio of President Barack Obama, we synthesize a high quality video of him speaking
with accurate lip sync, composited into a target video clip. Trained on many hours of his …
with accurate lip sync, composited into a target video clip. Trained on many hours of his …
Spatiotemporal inconsistency learning for deepfake video detection
The rapid development of facial manipulation techniques has aroused public concerns in
recent years. Following the success of deep learning, existing methods always formulate …
recent years. Following the success of deep learning, existing methods always formulate …
X2face: A network for controlling face generation using images, audio, and pose codes
The objective of this paper is a neural network model that controls the pose and expression
of a given face, using another face or modality (eg audio). This model can then be used for …
of a given face, using another face or modality (eg audio). This model can then be used for …