지금까지 봐온 논문들 목록

굵은 표시는 블로그에 게시된 내용이다.

회색 표시는 지금 보고 있는 내용이다.

- A Neural Algorithmic of Artistic Style
- Texture Synthesis Using Convolutional Neural Networks
- Batch Normalization : Accelerating Deep Network Training by Reducing Internal Convariate Shift
- Understanding Synthetic Gradients and Decoupled Neural Interfaces
- Decoupled Neural Interfaces using Synthetic Gradients
- Deep Residual Learning for Image Recognition
- ImageNet Classification with Deep Convolutional Neural Networks
- Rich feature hierarchies for accurate object detection and semantic segmentation
- Generative Adversarial Nets

- DCGAN : Unsupervised Representation Learning with Deep Convolutional Networks
- InfoGAN : Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
- Face Aging With Conditional Generative Adversarial Networks
- Audio Adversarial Examples : Targeted Attacks on Speech-to-Text
- Connectionist Temporal Classification : Labelling Unsegmented Sequence Data with Recurrent Neural Networks
- Playing Atari with Deep Reinforcement Learning
- Deep Reinforcement Learning with Double Q-Learning
- Dueling Network Architectures for Deep Reinforcement Learning

- VAE : Auto-Encoding Variational Bayes

다 구현해보고 올릴라고 그랬는데 학습이 일주일 넘게 걸리는 것도 있고 구현은 했는데 학습이 안 된 것도 많아서 GAN족이랑 Q족 들만 코드짜고 나머지는 논문 리뷰만 해야겠다.
정말 빡세다.