論文の読み方
”CS230:Deep Learning Leccture 8 by Andrew Ng" から参考にすべき方法を備忘録とした。
Reading Research Papers
- Compile list of papers ( arXib Internet, medium, Github, blog post )
- Skip around List
- 0% 100% read/understood
- 1
- 2 x
- 3 understand whole thing
- 4 ....
- 0% 100% read/understood
- 5-20 papers
- 50-100 papers -> very good understanding. -> Guideline
- Skip around List
- Reading one paper
- Multiple passes
- 1 Title/Abstract/Figures
- 2 Intro + Conclusions + Figures + Skim rest. ( Skim related work )
- 3 Read but skip/skim math
- 4 Whole thing, but skip parts that don't make sense
- Multiple passes
- Practice yourself
- What did authors try to accomplish?
- What were the key elements of the approach?
- What can you use yourself?
- What other references do you want to follow?
- Sources of papers