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Deepfakes as a threat to a speaker and facial recognition: An overview of tools and attack vectors
Deepfakes present an emerging threat in cyberspace. Recent developments in machine
learning make deepfakes highly believable, and very difficult to differentiate between what is …
learning make deepfakes highly believable, and very difficult to differentiate between what is …
Emo: Emote portrait alive generating expressive portrait videos with audio2video diffusion model under weak conditions
In this work, we tackle the challenge of enhancing the realism and expressiveness in talking
head video generation by focusing on the dynamic and nuanced relationship between audio …
head video generation by focusing on the dynamic and nuanced relationship between audio …
A review on deepfake generation and detection: bibliometric analysis
Deepfake refers to an artificial intelligence-based technique to produce manipulated videos
that look realistic. However, this good aspect of Deepfake sometimes pose serious threats to …
that look realistic. However, this good aspect of Deepfake sometimes pose serious threats to …
Marlin: Masked autoencoder for facial video representation learning
This paper proposes a self-supervised approach to learn universal facial representations
from videos, that can transfer across a variety of facial analysis tasks such as Facial Attribute …
from videos, that can transfer across a variety of facial analysis tasks such as Facial Attribute …
Embodied understanding of driving scenarios
Embodied scene understanding serves as the cornerstone for autonomous agents to
perceive, interpret, and respond to open driving scenarios. Such understanding is typically …
perceive, interpret, and respond to open driving scenarios. Such understanding is typically …
Non-contrastive unsupervised learning of physiological signals from video
Subtle periodic signals such as blood volume pulse and respiration can be extracted from
RGB video, enabling noncontact health monitoring at low cost. Advancements in remote …
RGB video, enabling noncontact health monitoring at low cost. Advancements in remote …
Celebv-text: A large-scale facial text-video dataset
Text-driven generation models are flourishing in video generation and editing. However,
face-centric text-to-video generation remains a challenge due to the lack of a suitable …
face-centric text-to-video generation remains a challenge due to the lack of a suitable …
Facechain-imagineid: Freely crafting high-fidelity diverse talking faces from disentangled audio
In this paper we abstract the process of people hearing speech extracting meaningful cues
and creating various dynamically audio-consistent talking faces termed Listening and …
and creating various dynamically audio-consistent talking faces termed Listening and …
Parameter-efficient orthogonal finetuning via butterfly factorization
Large foundation models are becoming ubiquitous, but training them from scratch is
prohibitively expensive. Thus, efficiently adapting these powerful models to downstream …
prohibitively expensive. Thus, efficiently adapting these powerful models to downstream …
Mostgan-v: Video generation with temporal motion styles
Video generation remains a challenging task due to spatiotemporal complexity and the
requirement of synthesizing diverse motions with temporal consistency. Previous works …
requirement of synthesizing diverse motions with temporal consistency. Previous works …