https://github.com/LongLong-Jing/awesome-unsupervised-learning

awesome unsupervised learning paper list
https://github.com/LongLong-Jing/awesome-unsupervised-learning

List: awesome-unsupervised-learning

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awesome unsupervised learning paper list

• Host: GitHub
• URL: https://github.com/LongLong-Jing/awesome-unsupervised-learning
• Owner: LongLong-Jing
• Created: 2017-10-31T00:24:07.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-01-04T19:56:52.000Z (over 7 years ago)
• Last Synced: 2024-05-21T08:33:50.784Z (12 months ago)
• Size: 6.84 KB
• Stars: 12
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-of-awesome-ml - awesome-unsupervised-learning (by LongLong-Jing)
• Awesome-Paper-List - Unsupervised Learning

README

        
# awesome-unsupervised--learning

A list of all papers on unsupervised and weakly supervised learning.

awesome-unsupervised--learning

A list of all papers on unsupervised and weakly supervised learning.

1. Context Encoder

   Link: http://graphics.cs.cmu.edu/projects/deepContext/

2. Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

   Link: https://arxiv.org/pdf/1603.09246.pdf

3. Unsupervised Learning of Visual Representations using Videos

   Link:http://www.cs.cmu.edu/~xiaolonw/unsupervise.html

4. Shuffle and Learn: Unsupervised Learning using Temporal Order Verification

   Link: https://arxiv.org/pdf/1603.08561.pdf

5. Context Encoders: Feature Learning by Inpainting

   Link: http://people.eecs.berkeley.edu/~pathak/context_encoder/

6. Generative Face Completion

   Link: http://openaccess.thecvf.com/content_cvpr_2017/papers/Li_Generative_Face_Completion_CVPR_2017_paper.pdf

7. Learning Motion Patterns in Videos

   Link: https://arxiv.org/pdf/1612.07217.pdf

8. Learning Features by Watching Objects Move

   Link: https://arxiv.org/pdf/1612.06370.pdf

9. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

   Link： https://arxiv.org/pdf/1511.06434.pdf

10. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

    Link: https://junyanz.github.io/CycleGAN/

11. Globally and Locally Consistent Image Completion

    Link: http://hi.cs.waseda.ac.jp/~iizuka/projects/completion/en/

12. High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

    Link: https://arxiv.org/pdf/1611.09969.pdf

13. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

    Link: https://arxiv.org/pdf/1609.04802.pdf

14. Wasserstein GAN

    Link: https://arxiv.org/pdf/1701.07875.pdf

15. Unsupervised Learning of Video Representations using LSTMs

    Link: https://arxiv.org/pdf/1502.04681.pdf

16. Spatial contrasting for deep unsupervised learning

    Link: https://arxiv.org/pdf/1610.00243.pdf

17. Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

    Link: https://arxiv.org/pdf/1605.08104.pdf

18. MoCoGAN: Decomposing Motion and Content for Video Generation

    Link: https://arxiv.org/pdf/1707.04993.pdf