August 2018
Intermediate to advanced
272 pages
7h 2m
English
book
Hands-On Convolutional Neural Networks with TensorFlow
by Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo
Content preview from Hands-On Convolutional Neural Networks with TensorFlow
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
Start your free trial
Minibatch discriminator
Some techniques used to improve mode collapse are as follows:
- Take the output of some layer of the discriminator
- Reshape the input of the discriminator to a matrix
- Compute the L1 distance
- Calculate the sum of the exponentials of the L1 distances
- Concatenate results to the input (some layer of discriminator)
