A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
Deep supervised learning algorithms typically require a large volume of labeled data to
achieve satisfactory performance. However, the process of collecting and labeling such data …
achieve satisfactory performance. However, the process of collecting and labeling such data …
Preserving integrity in online social networks
Preserving integrity in online social networks Page 1 92 COMMUNICATIONS OF THE ACM |
FEBRUARY 2022 | VOL. 65 | NO. 2 review articles THE GOAL OF online social networks is to …
FEBRUARY 2022 | VOL. 65 | NO. 2 review articles THE GOAL OF online social networks is to …
Disentangled representation learning
Disentangled Representation Learning (DRL) aims to learn a model capable of identifying
and disentangling the underlying factors hidden in the observable data in representation …
and disentangling the underlying factors hidden in the observable data in representation …
Progressive disentangled representation learning for fine-grained controllable talking head synthesis
We present a novel one-shot talking head synthesis method that achieves disentangled and
fine-grained control over lip motion, eye gaze&blink, head pose, and emotional expression …
fine-grained control over lip motion, eye gaze&blink, head pose, and emotional expression …
One-shot talking face generation from single-speaker audio-visual correlation learning
Audio-driven one-shot talking face generation methods are usually trained on video
resources of various persons. However, their created videos often suffer unnatural mouth …
resources of various persons. However, their created videos often suffer unnatural mouth …
High-fidelity and freely controllable talking head video generation
Talking head generation is to generate video based on a given source identity and target
motion. However, current methods face several challenges that limit the quality and …
motion. However, current methods face several challenges that limit the quality and …
Region-aware face swap**
This paper presents a novel Region-Aware Face Swap** (RAFSwap) network to achieve
identity-consistent harmonious high-resolution face generation in a local-global manner: 1) …
identity-consistent harmonious high-resolution face generation in a local-global manner: 1) …
Talking head generation with probabilistic audio-to-visual diffusion priors
We introduce a novel framework for one-shot audio-driven talking head generation. Unlike
prior works that require additional driving sources for controlled synthesis in a deterministic …
prior works that require additional driving sources for controlled synthesis in a deterministic …