Intuition → Experimental Results → Details - read in this order, then check if charts and experimental results are convincing. The key is to skim through most papers quickly and read only a few good papers deeply.
Just sit down and start chewing on it. Don't think: I should finish this within X days/weeks/years.
Scalability is an important criterion - if it's not scalable, you don't need to worry about it much
- Abstract
- Diagram
- Method
- Limitation
Paper Picking
- List up tier-1 conferences in the field you want to follow
- Check all accepted papers from the conference
- Filter once by title, then by abstract to select papers to read in full
- Select papers that fit your research topic
- Read them over the course of a month

Seonglae Cho