It may give them a permanent taste for what is abstruse and infinitely subtle — at the expense of anything that doesn't pass an exaggerated threshold of convolution.

这可能会让他们对深奥和无限微妙东西产生永久——牺牲所有没有通过夸大卷积阈值东西为代价。

Since we have a neural network over here, it goes without saying that the training takes place on a large number of before-after image pairs, so that the network is able to produce these convolution kernels.

既然我们这里有了神经网络，这个训练理所当然地发生于大量前后相邻像对，因此这个网络能够制成这些卷积核心程序。

Machine learning kernels such as LSTMs, convolutions, and neuron layers are included as well as an expanded set of matrix math operations.

机器学习内核，比如 LSTMs、卷积码和神经元也包括在内，还有扩展矩阵数学操作。

This technique uses a convolutional neural network to accomplish something similar, but in the end, it doesn't give us an image, but a set of convolution kernels.

这项技术用了卷积神经网络完成类似东西，但最终它并没有给出一副画面，而是一系列卷积核心程序。

This area is almost but not quite  the value of the convolution at s.

这个区域几乎但不完全是卷积在s处值。

An attempt to trace the convolutions of America's street railway and public lighting finance would involve a puzzling array of statistics and an inextricable complexity of stocks, bonds, leases, holding companies, operating companies, construction companies, reorganizations, and the like.

试图追踪美国街道铁路和公共照明金融盘旋将涉及一系列令人费解统计数据及股票、债券、租赁、控股公司、运营公司、建筑公司、重组等不可分割复杂性。

And this keeps going, building up in complexity, until there's a layer that does a convolution that puts it together: eyes, ears, mouth, nose, the whole nine yards, and says " ah ha, it's a face" !

而这不断进行，复杂度逐渐增加，直到有一层通过卷积将所有部分组合起来：眼睛、耳朵、嘴巴、鼻子，全部都有了，然后说“啊哈，这是一张脸！”

Unconscious, Rose enjoyed that Virginia reel immensely, for the pigeon wings were superb, and her partner conducted her through the convolutions of the dance without a fault, going down the middle in his most gallant style.

不知不觉，罗斯非常喜欢弗吉尼亚卷轴，因为鸽翅非常棒，她搭档毫无瑕疵地带领她完成了舞蹈回旋，他最英勇风间开始。

Mrs. Dowling's spirits had strikingly recovered even before the pair passed from the corridor: she moved almost bouncingly beside her embittered son, and her eyes and all the convolutions of her abundant face were blithe.

甚至在他们两人离开走廊之前，道林夫人精神就已经惊人地恢复了：她在她愤怒儿子身边几乎蹦蹦跳跳地移动着，她眼睛和她丰满脸上所有褶皱都是愉快。

Humanity thus rises naturally out of humility, and twists the cords of love that in various convolutions entangle the heart.

人性因此谦卑自然而然地升起，并缠绕着缠绕在心间爱绳索。

But the prose writer, without these restrictions, accumulated clauses, petered out in interminable catalogues, tripped and stumbled over the convolutions of his own rich draperies.

但是，散文作家如果没有这些限制，就会积累大量条款，在无休无止目录逐渐消失，在自己丰富帷幔盘旋绊倒和绊倒。

In fact, if we pass a neuron 2D pixel data, rather than a one-dimensional list of inputs, it's exactly like a convolution.

事实上，如果我们向神经元传递二维像素数据，而不是一维输入列表，这就正好像是一个卷积。

To find anything approaching the violence and convolution of Hardy's plots one must go back to the Elizabethan drama.

要找到任何接近哈代情节暴力和错综复杂东西，我们必须回到伊丽莎白时代戏剧。

Moreover, separable deep convolution blocks were employed to enhance object feature information and reduce model computation.

此外，采用了可分离深度卷积块，增强对象特征信息并减少模型计算量。

And one thing worth noticing is that as we do this convolution, it's possible to get negative values.

值得注意是， 在进行卷积运算时，可能会得到负值。

The architecture of MS-FRCNN is improved to detect lower-level features by incorporating feature maps from shallower convolution feature maps for regions of interest (ROI) pooling.

MS-FRCNN架构经过改进，通过在感区域（ROI）池化过程融入更浅卷积特征图特征图，实现对低级特征有效检测。

This should sound vaguely familiar, because it's a lot like a convolution.

这应该听起来有点熟悉，因为它很像一次卷积。

There's a very good answer and  I think the most fun way to show the answer is in the light of the last visualization that  will show for convolutions.

有一个非常好答案，我认为最有方式是通过最后那个展示卷积可视化来呈现这个答案。

The first step is to show that for all the different finite  variants distributions you might start with, there exists a single universal shape that this  process of repeated convolutions tends towards.

第一步是证明， 对于所有可能开始不同有限变异分布，存在一个单一通用形状， 这个重复卷积过程会趋向于这个形状。

The very first convolutional layer might find things like edges, as that's what a single convolution can recognize, as we've already discussed.

首个卷积层可能会找到像边缘这样东西，因为单个卷积就能识别这些，正如我们之前讨论那样。