Motion estimation is only possible with specific pre-assumptions. Which situation satisfies the requirement for a camera to estimate motion?

Suppose that you are given a set of noisy data points of the height and speed of soccer players. What should you use to approximate the joint distribution over these variables?

Suppose that you are trying to fit a neural network into data that were sampled from a sine-curve function. Your network has only one input (phase). Which neural network is best suited for this?

Which statement describes a characteristic of the Convolutional Neural Network (CNN) in recognition correctly?

Suppose you are training a neural network. One of the neurons has an input vector , weights . What is the input to this neuron? Give your answer to two decimal places.

Suppose that you are training a neural network, and the input data are the age and annual income of every person in the United States. What is the first thing you should do to improve training accuracy?

Which steps correctly describe the backpropagation algorithm?

Suppose that you want to synthesize images of a car by training a neural network. Which model should you use for this situation?

We later learn that the popular song, “As Time Goes By”, heard in the non-diegetic instrumental underscore serves as

What are the more flag and the offset field in the IP header used for? Explain with an example.