- The goal of this document is to provide a reading list for Deep Learning in Computer Vision Field.
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Deep Learning Paper Reading Roadmap from songrotek
If you are a newcomer to the Deep Learning area, the first question you may have is "Which paper should I start reading from?"
Here is a reading roadmap of Deep Learning papers!
link
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Deep-Learning-Paper list from sbrugman
Deep Learning Papers by task!
link
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Deep-Learning-Paper-Notes from dennybritz
Summaries and notes on Deep Learning research papers! (sorted by time)
link
- Salient Object Detection
- Visual Object Tracking
- Object Detection
- Object Localization
- Semantic Segmentation and Scene Parsing
- Edge Detection
- Pose Estimation
- Super Resolution
- Image Classification
- Others
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Papers accepted by CVPR 2018 are coming soon!
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Some related ECCV 2018 submissions will also be collected.
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For adding/updating the list,
[1]: Fork the repository
[2]: Update corresponding
*.md
file and add figures intodata/
[3]: Send a pull request : )
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AI Deadlines Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines