MLDS2018SPRING

Machine learning and deep structure

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hw1

1. Shallow vs deep
2. Optimization
3. Generalization

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hw2 : Sequence-to-sequence(attention)

1. Video caption generation
2. Chat-bot

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hw3 : GAN

1. Image Generation
2. Text-to-Image Generation (condition)
3. Style Transfer

presnetaion slide

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hw4 : Reinforcement learning

1. Policy Gradient
2. Deep Q learning
3. Actor-Critic

Proximal Policy Optimization, A3C