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1. What is the advancement in building Deep Convolutional GANs? What happens when you try to generate very large images using DCGANs and how you

1. What is the advancement in building Deep Convolutional GANs? What happens when you try to generate very large images using DCGANs and how you solve this?

2. Name some application where Generative adversarial model can be used (5marks). What are the main difficulties while training GANs?

3. Draw a Diagram of an LSTM and write the equation for its operation.

What is the difference between thec(updatedcell) and h (hidden state) recurrent states in an LSTM recurrent unit?

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