CV/AI/LG深度学习计算机视觉论文选读列表
推荐论文,主题:计算机视觉与模式识别(cs.CV); 人工智能(cs.AI); 学习(cs.LG)
Python 机器学习
共634Star
详细介绍
- 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
*.md
file and add figures intodata/
[3]: Send a pull request : )
-
AI Deadlines Countdowns to top CV/NLP/ML/Robotics/AI conference deadlines
-
297 Star
-
239 Star
-
204 Star
-
1196 Star
-
163 Star
-
765 Star
-
3995 Star
-
1939 Star
-
935 Star