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Exercise

  1. Can you think of a few applications for sequence-to-sequence RNN? What about a sequence-to-vector RNN? And a vector-to-sequence RNN?

  2. Why do people use encoder-decoder RNNs rather than plain sequence-to-sequence RNNs for automatic translation?

  3. How could you combine a convlutional neural network with an RNN to classify videos?

  4. What can you deal with variable-length input sequences? What about variable-length output sequences?