自从 3D Gaussian Splatting (3D-GS) 横空出世以来,它以惊人的渲染速度和重建质量席卷了整个 3D 视觉领域。然而,当我们试图给这成千上万个高斯球赋予“语义”——比如由 CLIP 提取的 512 维高维特征时,3D-GS 引以为傲的速度优势瞬间消失殆尽。
在人工智能图像处理领域,清华大学与剑桥大学的研究团队近期发布了一项突破性研究,揭示了一种全新的高斯量化(Gaussian Quantization,简称GQ)方法。这项研究为矢量量化变分自编码器(VQ-VAE)的训练难题提供了创新解决方案,标志着AI图像处理技术迈入了一个新的高效训练时代。这项研究的详细内容已通过arXiv编号2512.06609v1公开,吸引了全球学术界的广泛关注。
You might have heard the term “splat” or “Gaussian splat” used recently in the XR space. Gaussian splatting is a rendering technique that has been around for a long time but has found a new ...
Revision C02 installed on main-campus HPC clusters. This new version of Gaussian is now the default Gaussian module which can be loaded with: module load gaussian or using the module name explicitly: ...
Dr. James McCaffrey of Microsoft Research says the main advantage of using Gaussian naive Bayes classification compared to other techniques like decision trees or neural networks is that you don't ...
Japanese researchers develop an adaptive robot motion system that enables human-like grasping using minimal training data.
Blurring is a commonly used visual effect when digitally editing photos and videos. One of the most common blurs used in these fields is the Gaussian blur. You may have used this tool thousands of ...
Gaussian curves, normal curves and bell curves are synonymous. Each represents how statistical data with normal distribution plots on a graph. Normal distribution describes a particular way statistics ...