ArcherFMY / Paper_reading_list
Licence: mit
Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)
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Recommended Papers 
- The goal of this document is to provide a reading list for Deep Learning in Computer Vision Field.
Recommended Links
-
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 -
Deep-Learning-Paper list from sbrugman
Deep Learning Papers by task!
link -
Deep-Learning-Paper-Notes from dennybritz
Summaries and notes on Deep Learning research papers! (sorted by time)
link
Paper Collections
- CVPR 2017 papers related to Attention Model
- Paper List for Instance Aware Tasks
- Paper List Related to Deformable Conv
Topics
Image
-
Salient Object Detection
- Object Detection
- Object Localization
- Semantic Segmentation and Scene Parsing
- Edge Detection
- Pose Estimation
- Super Resolution
- Image Classification
- Visual Question Answering
Video
- Visual Object Tracking
-
Video Object Segmentation
DATASETS [DAVIS] [YouTube-VOS] [SegTrack_v2] [JumpCut] [YouTube-Objects: source masks]
Others
Notes:
-
For adding/updating the list,
[1]: Fork the repository
[2]: Update corresponding
*.mdfile and add figures intodata/[3]: Send a pull request : )
-
AI Deadlines Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines
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