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CNN's Paula Newton has the day's top business headlines.

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BING NEWS:
  • Trump 2.0 vs. the US Constitution, annotated
    Unlike any other president, Donald Trump has tested the words and ideas in the literal text of the US Constitution, from the Preamble through the 27th Amendment. There are multiple passages he has ...
    01/18/2025 - 2:46 am | View Link
  • How Biden’s actions will protect consumers
    Democrats may have lost power in Washington in part because voters blamed them for the rising cost of goods, but when Joe Biden’s administration hands over power, it will also leave behind a series of ...
    01/18/2025 - 1:01 am | View Link
  • These LGBTQ couples have a way to curb Trump anxiety: Put a ring on it
    While overturning marriage equality does not appear to be a high priority for the incoming Trump administration, some LGBTQ couples are worried their right to marry could be stripped.
    01/18/2025 - 1:01 am | View Link
  • ‘Everybody can do something’: Angelenos come together to help after fires
    Los Angeles area residents, from all walks of life, have come together to help the thousands who lost their homes in the fires or were forced to evacuate, leaving everything behind.
    01/18/2025 - 1:01 am | View Link
  • Two high-profile Iranian judges killed in Tehran in what officials call a ‘planned assassination’
    Two veteran Iranian Supreme Court judges, known for handling high-profile cases, were shot dead in Tehran by an assailant who later took his own life.
    01/18/2025 - 12:36 am | View Link
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BING SEARCH:
  • How can the convolution operation be implemented as a matrix ...
    To show how the convolution (in the context of CNNs) can be viewed as matrix-vector multiplication, let's suppose that we want to apply a $3 \times 3$ kernel to a $4 \times 4$ input, with no padding and with unit stride.
    01/17/2025 - 1:02 pm | View Website
  • What is the difference between CNN-LSTM and RNN?
    So let's just focus on the CNN part in CNN-LSTM. What's the difference between a plain RNN and a CNN-RNN, (more generally called convolutional RNN or ConvRNN)? The equations which define a vanilla RNN are (I'm omitting a bias term for clarity):
    01/17/2025 - 11:36 am | View Website
  • What is a cascaded convolutional neural network?
    To realize 3DDFA, we propose to combine two achievements in recent years, namely, Cascaded Regression and the Convolutional Neural Network (CNN). This combination requires the introduction of a new input feature which fulfills the "cascade manner" and "convolution manner" simultaneously (see Sec. 3.2) and a new cost function which can model the ...
    01/17/2025 - 11:36 am | View Website
  • What is the difference between a convolutional neural network and a ...
    A convolutional neural network (CNN) is a neural network where one or more of the layers employs a convolution as the function applied to the output of the previous layer. If the window is greater than size 1x1, the output will be necessarily smaller than the input (unless the input is artificially 'padded' with zeros), and hence CNN's often ...
    01/17/2025 - 10:10 am | View Website
  • How to handle rectangular images in convolutional neural networks ...
    Almost all the convolutional neural network architecture I have come across have a square input size of an image, like $32 \\times 32$, $64 \\times 64$ or $128 \\times 128$. Ideally, we might not have a
    01/17/2025 - 9:27 am | View Website
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