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In the meantime, mechanisms against desynchronization attacks and cepstrum filtering are introduced to enhance robustness.

同时,通过引入抗异步攻击机制和倒谱滤波,增强了算法棒性

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The result of experiment show that this algorithm has good robust against JPEG,and frangibility against the familiar attacks,and beseem to selective authentication for image.

结果表法对JPEG压缩具有很好棒性,同时对滤波和加噪等处理具有很好易碎性,适合于图像内容认证。

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两分钟论文

For instance, it can measure the adversarial robustness of such a network, and this is super useful, because it gives us information whether there are possible forged inputs that could break our learning systems.

比如,它可以测量这样一个神经网络鲁棒性,这超级有用,因为它可以让我们知道是否存在可能破坏学习系统伪造样本输入。

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Lex Fridman Podcast

And so there's some aspect of imperfection that we need to have built in, like robustness to imperfection be part of our systems, which is a difficult thing for engineers to contend with.

因此, 我们需要内置一些不完美方面,就像将不完美鲁棒性作为我们系统一部分,这师来说是一个难以应问题。

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The Knowledge Project with Shane Parrish

So, you know, we're There's a whole industry around sort of figuring out how do you exact the robustness and precision out of these models.

所以,你知道,整个行业都在研如何从这些中提取出鲁棒性和精确性。

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蒂娜聊AI

For example, adversary robustness of proxy models, representation engineering, power aversion, and just like making sure that the model is honest.

例如,代理鲁棒性、表征权力回避,以及确保诚实无欺。

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TED演讲(音频版) 2020年5月合集

Another is that we need to strap everything down because current eye-tracking algorithms don't have the robustness that we need.

另一个原因是,我们需要固定好所有东西,因为当前眼动追踪算法不具备我们所需鲁棒性

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文献阅读

The results demonstrated that this system was robust against various illuminations and complex backgrounds, and yielded satisfactory segmentation and picking-point detection performances for minor and medium occlusion or overlap, and for medium and large mangoes.

结果表明,该系统在各种光照条件和复杂背景下表现出较强鲁棒性于轻微和中度遮挡或重叠情况下中等及大芒果,其分割效果和采摘点检测性能均令人满意。

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Gulidline

Robustness can be affected by multiple factors, such as an aging facility, insufficient maintenance or an operational design that is vulnerable to human error.

鲁棒性可能受到多种因素影响, 例如设备老化、维护不足或易受人为错误影响操作设计。

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Lex Fridman Podcast

And basically this, the fact that we're trying to learn these neural networks that are predicting these features from images that are robust on data augmentation has been the key for visual self-supervised learning.

基本上,这一关键在于我们正尝试训练神经网络,它们能够从经过数据增强处理图像中预测出这些特征,并且具备鲁棒性。这已成为视觉自监督学习核心所在。

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The Knowledge Project with Shane Parrish

The robustness of the answer can be questionable, but assuming, and let's just for argument's sake, perfect robustness, I think it can really simplify the interface to AI.

答案鲁棒性可能值得怀疑,但假设——姑且这么说——完美鲁棒性,我认为它真可以简化与人智能交互界面。

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Lex Fridman Podcast

And there is some robustness in the systems.

而且系统具有一定鲁棒性

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