- The goal of this document is to provide a reading list for Deep Learning in Computer Vision Field.
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!
Deep-Learning-Paper list from sbrugman
Deep Learning Papers by task!
Deep-Learning-Paper-Notes from dennybritz
Summaries and notes on Deep Learning research papers! (sorted by time)
- Salient Object Detection
- Object Detection
- Object Localization
- Semantic Segmentation and Scene Parsing
- Edge Detection
- Pose Estimation
- Super Resolution
- Image Classification
- Visual Question Answering
For adding/updating the list,
: Fork the repository
: Update corresponding
*.mdfile and add figures into
: Send a pull request : )
AI Deadlines Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines