- The projects we did in lecture: Application of deep learning in 2017 fall.
- I got A+ in this class
- Lecture link
- Using TIMIT mfcc data predicting phone sequence
- Join the kaggle competition and I got rank 36th/191
- Kaggle link
- Implement s2vt model to predict the behavior in video
- Using attention mechanism improve performance
- Using reinforcement learning play atari game
- Deep Q learning model for breakout-v1
- Gradient policy & A2C model for pong
- text to Comics face image
- Using DCGAN model and conditional GAN
- I got rank 5th/191
- Implementing cycle gan for style transfer is our bouns
- We use our novel model (A3C+) training on 2.5D game (little fighter 2)
- We build a fine environment for our agent
- Our agent well defeats original AI