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Deep Learning Project Implementation

  1. Sequence Labeling: Speech is composed of phomenes. This project is to predict the associated phone sequences given the acoustic signal.

  2. Video Captioning: Describe the videos based on content. This project is to generate the description for the given video.

  3. Game Playing: Game playing is an interaction between a user and an environment. Reinforcement learning can learn the agent's action for plying the games. Including value-based approach and policy-based approach.

  4. Comics Generation: Conditional image generation is to automatically generate natural images based on the given constraints.