Outline
   • Identify and Develop Your Topic
   • Do A Preliminary Search for Information
   • Coming Up with Ideas
   • Evaluate
   • Write Your Paper
   • Rebuttal/Response to Reviewers
   Identify and Develop Your Topic
   First step; Most challenging part
   • Select a topic within the set by instructor
   • Select a topic of personal interest to you and learn more about it
   CVPR/ICCV/ECCV/ICML/NeurIPS/ICLR/TPAMI/TIP/JMLR
   If you find too much information, you may need to narrow your topic;
   If you find too little, you may need to broaden your topic.
   Do A Preliminary Search for Information
   • Find related works from top conferences/journal
   CVPR/ICCV/ECCV/ICML/NeurIPS/ICLR/TPAMI/TIP/JMLR
   • Follow the works of popular researchers
   • Track papers from the citations of hot works
   • It is better to find a good baseline and start your work based on it
    Coming Up with Ideas
    • Know the task very well
       1. What are the remaining challenges/problems?
       2. What are the drawbacks of existing methods?
    • Ideas should be task related
    • Get your ideas from other tasks
    • Discuss with your advisor and others
    Evaluate
    • Slow down to speed up
    • Use a reliable evaluation code
    • Fair comparison to state-of-the-art
    • Analyze the experimental results
      1. Why it works well? Why it does not work?
          (Do not say it does not work without analysis)
      2. Ablation study, parameters evaluation