Awesome Neural Style

a curated list of neural style and deep neural network visualization.

Related Paper and Resources

1. A neural algorithm for artistic style. CVPR 2016 (seminal work) Paper
2. Texture synthesis using Deep Convlutional feauture. NIPS 2015
3. Semantic Style Transfer and Turinng Two-Bit Doodles into Fine Artwork.
4. Combining Markov Random fields and Convolutional neural networks
5. Perceptual losses for real time style transfer and super resolution. ECCV 2016. Paper Code
6. Texture Network: Feed-forward synthesis of Textures and Stylized Images. ICML 2016 [Code]
7. Precomputed Real-Time Texture Synthesis With Markovian Generative Adversaial Networks
8. Makeup like a superstar: Deep Localized Makeup Transfer Network
9. Aristic style transfer for videos. Paper Code YouTube
10. Instance Normalization: The Missing Ingredient for Fast Stylization. Paper
11. A Learned Representation For Artistic Style. Paper
    • still GAN method for fast style transfer
    • some trick for image quality. (border and checkboard)
    • multi style share same network
12. Controlling Perceptual Factors in Neural Style Transfer Paper
13. Fast Patch-based Style Transfer of Arbitrary Style. Paper
14. Demystifying Neural Style Transfer. Paper
15. Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis. Paper

TODO

1. add some description to papers
2. add visualization related papers
3. add some interesting papers about CNN understanding and visualization
4. add some famous opensource reimplementation