MusePose is a diffusion-based and pose-guided virtual human video generation framework. The released model can generate dance videos of the human character in a reference image under the given pose sequence. The result quality exceeds almost all …

2025年3月1日 · The noticeable performance drop when current AD methods are transferred to this more practical setting further illustrates the significant challenge posed by MUAD (Zhang et al., 2024a). Unsupervised anomaly detection methods in …

Paul Atreides (who is the messianic "Muad'Dib" to the Fremen) resembles Lawrence of Arabia (T. E. Lawrence), a British citizen who led Arab forces in a successful desert revolt against the Turks during World War I. Lawrence employed guerrilla tactics to destroy enemy forces and communication lines, and came close to becoming a messiah figure ...

2022年3月2日 · MUAD allows to better assess the impact of different sources of uncertainty on model performance. We propose a study that shows the importance of having reliable Deep Neural Networks (DNNs) in...

2024年11月8日 · 该篇论文提出了基于Plain ViT的多分类无监督的异常检测(MUAD)框架ViTAD。 6.2 模型架构 对于基于重建方式的异常检测模型，该篇论文抽象出一个基础的框架Meta-AD，包括一个编码器，特征融合器，解码器。

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2024年11月25日 · In this paper, we propose a novel robust prompt-driven MUAD framework, called ROADS, to address these challenges. ROADS employs a hierarchical class-aware prompt integration mechanism that dynamically encodes class-specific information into our anomaly detector to mitigate interference among anomaly classes.

Muad is a British artist that plays religious and islamic music. His music combines classic Islamic melodies with cutting-edge production methods to produce a sound that is both timeless and modern. Muad's music is extremely spiritual and encourages listeners to develop a closer relationship with their religion.

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