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相关概念视频

Single-pass Transmembrane Proteins01:25

Single-pass Transmembrane Proteins

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Integral membrane proteins are tightly associated with the cell membrane and play a crucial role in cell communication, signaling, adhesion, and transport of the molecules. Some integral membrane proteins are present only in the membrane monolayer. For example, the enzyme fatty acid amide hydrolase is present in the cytoplasmic side of the membrane monolayer. In contrast, another type of integral membrane protein, also known as a transmembrane protein, spans across the membrane. Transmembrane...
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Insertion of Single-pass Transmembrane Proteins in the RER01:26

Insertion of Single-pass Transmembrane Proteins in the RER

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Integral membrane proteins are proteins adhered to the lipid bilayer of a cell organelle or membrane. They can be of two types: transmembrane integral proteins that span the lipid bilayer and monotopic proteins that are attached to either side of the membrane but do not pass through it.
Integral transmembrane proteins possess transmembrane and extra membrane domains. The transmembrane domains are primarily made of 20-25 hydrophobic amino acids arranged in a helical secondary confirmation. These...
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First Pass Effect01:12

First Pass Effect

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Presystemic elimination, or the first-pass effect, is the metabolism of drugs that reduces their effective concentration at the site of action. Apart from the first-pass effect, the systemic bioavailability of the drug is also reduced by other factors, including incomplete absorption or chemical degradation of drugs.
Depending on the route of administration, drugs can be metabolized in the liver, intestine, lungs, and vasculature. Orally administered drugs are first absorbed through the...
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Accelerators01:17

Accelerators

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Accelerators in concrete serve as admixtures to speed up the hardening process, enabling the concrete to achieve early strength faster. Although accelerators do not necessarily impact the time it takes concrete to set, they reduce this time in practice. A common accelerator is calcium chloride, which is particularly useful for hastening early strength development in cold weather or for rapid repair jobs that require quick heat generation after mixing.
The effectiveness of calcium chloride can...
288
Average Acceleration01:30

Average Acceleration

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The importance of understanding acceleration spans our day-to-day experiences, as well as the vast reaches of outer space and the tiny world of subatomic physics. In everyday conversation, to accelerate means to speed up. For instance, we are familiar with the acceleration of our car; the harder we apply our foot to the gas pedal, the faster we accelerate. The greater the acceleration, the greater the change in velocity over a given time. Acceleration is widely seen in experimental physics. In...
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Instantaneous Acceleration01:16

Instantaneous Acceleration

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Acceleration is in the direction of the change in velocity, but it is not always in the direction of motion. When an object slows down, its acceleration is opposite to the direction of its motion. Although commonly referred to as deceleration, this causes confusion in our analysis as deceleration is not a vector, and does not point to a specific direction with respect to a coordinate system. Therefore, the term deceleration is not used. For example, when a subway train slows down, it...
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相关实验视频

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Application of Light-cured Dental Adhesive Resin for Mounting Electrodes or Microdialysis Probes in Chronic Experiments
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Application of Light-cured Dental Adhesive Resin for Mounting Electrodes or Microdialysis Probes in Chronic Experiments

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扩散Light-Turbo:通过单通 Chrome 球 Inpainting 免费加速光探测器.

Worameth Chinchuthakun, Pakkapon Phongthawee, Amit Raj

    IEEE transactions on pattern analysis and machine intelligence
    |February 2, 2026
    PubMed
    概括

    我们开发了DiffusionLight-Turbo,这是一个快速的人工智能方法,用于从单个图像中估计照明. 它使用扩散模型来产生真实的照明,以最小的质量损失实现60倍的加速度.

    科学领域:

    • 计算机视觉 计算机视觉
    • 人工智能的人工智能
    • 计算机图形 计算机图形

    背景情况:

    • 从低动态范围 (LDR) 图像中估计照明对于实现现实的染至关重要.
    • 由于有限的高动态范围 (HDR) 全景数据集,现有的方法难以通用.
    • 扩散模型具有潜力,但在内容一致性和HDR输出方面面临挑战.

    研究的目的:

    • 引入一种高效和有效的技术,用于从单个LDR图像中估计照明.
    • 为了克服以前的照明估计方法的概括限制.
    • 为了显著减少照明估计的计算时间.

    主要方法:

    • 使用稳定扩散XL.重构的照明估计作为一个球inpainting问题使用稳定扩散XL.
    • 引入了 DiffusionLight,采用代 inpainting 和中间集成用于稳定的照明先验.
    • 开发了具有Turbo LoRA和LoRA交换的DiffusionLight-Turbo,以减少60倍的运行时间 (约. 30秒) 的时间.
    • 微调了一个曝光LoRA,用于从多个LDR图像中生成HDR光探测器.

    主要成果:

    • DiffusionLight-Turbo比 DiffusionLight 实现了 60 倍的加速,将估计时间缩短到 ~ 30 秒,质量降低最小.

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  • 该方法在各种环境中产生了令人信服的光线估计.
  • 与现有技术相比,在野外场景中表现出优越的概括能力.
  • 结论:

    • DiffusionLight-Turbo为单图像照明估计提供了一个高效和有效的解决方案.
    • 该技术利用扩散模型来实现强大的性能和通用化.
    • 该代码是公开的,有助于进一步的研究和应用.