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

同时,通过引步攻击的机制倒谱,增强了算法的鲁棒性

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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.

结果表明,该方法对JPEG压缩具有很好的鲁棒性,同时对加噪等处理具有很好的易碎性,适合于图像的内容认证。

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Lex Fridman Podcast

And there is some robustness in the systems.

而且系统具有一定的

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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.

另一个原是,我们需要固定好所有东西,当前的眼动追踪算法不具备我们所需的

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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,代理模型的对抗、表征工程、对权力的回避,以及确保模型诚实无欺。

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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.

可能受到多种素的响, 例如设备老化、维护不足或易受人错误响的操作设计。

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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,整个行业都在研究如何从这些模型中提取出和精确

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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.

答案的可能值得怀疑,但假设——姑且这么说——完美的,我认真的可以简化与人工智能的交互界面。

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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,可以测量这样一个神经网络的对抗,这超级有用,可以让我们知道是否存在可能破坏学习系统的伪造样本输入。

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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.

此, 我们需要内置一些不完美的方面,就像将对不完美的我们系统的一部分,这对工程师来说是一个难以应对的问题。

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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的神经网络,们能够从经过数据增强处理的图像中预测出这些特征,并且具备。这已成视觉自监督学习的核心所在。

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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.

研究结果表明,该系统在各种光照条件和复杂背景下表现出较强的,对于轻微和中度遮挡或重叠情况下的中等及大型芒果,其分割效果和采摘点检测能均令人满意。

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