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Paper gestalt How to make your paper looks “good”

Paper gestalt How to make your paper looks “good”. Number of submissions increase every year. This year, CVPR has > 1600 submissions !. A lot of works for reviewers . The number of papers I have reviewed in the last year : Conference:

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Paper gestalt How to make your paper looks “good”

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  1. Paper gestaltHow to make your paper looks “good”

  2. Number of submissions increase every year • This year, CVPR has > 1600 submissions !

  3. A lot of works for reviewers • The number of papers I have reviewed in the last year : • Conference: • CVPR, ECCV, ACCV, WACV, PSIVT, Eurographics, Siggraph Asia • Journal: • PAMI, IJCV, TIP, TVCG, CVA, CVIU, PR, etc • In total, I reviewed around 50 papers in the last year… • Some papers are good, some papers are bad • How do I know which one is good quickly ?

  4. First Glance • Without reading any contents, I read the lay-out and results • After that, I read the abstract, then I have rough idea about the quality of the paper • The time I spent on reviewing one paper depends on my first impression about the “quality”

  5. Statistical analysis about the project layout • Some guys (Carven von Bearnensquash, a fake name) built a classifier to test this “Theory” • Without reading any contents, just use the pdf image to train the adaboost classifier • Positive Examples: Papers accepted in CVPR08, ICCV09, CVPR09 • Negative Examples: Workshop papers from the same conference……

  6. Find out • Without reading the paper contents, the classifier has 88.4% accuracy !!! • It seems that there are some common “trend” about good papers versus bad papers

  7. Common characteristics of good papers

  8. Common characteristics of bad papers

  9. So… • There are actually common “template” about a good paper • Technical contributions and novelties are important, good writing and presentation skills are also important ! • There is no guarantee that your submitted papers will be accepted, but there is some “guarantee” that your papers won’t receive a score “Definitely Reject”

  10. How to start your writing • First, keep in mind, writing paper is not putting your program into the papers • We are not submitting programs • Find out your contributions and Focus your writing on the contributions ! • Be careful about the balance of each sections and components.

  11. It is always good to have an abstract • It is always a good idea to first writing the abstract • Abstract is more than the summary of your paper • You need to think of your contributions and write them into the abstract • Abstract usually take 1-2 paragraphs, it’s short • After you have abstract, your writing will be more focus

  12. Write your section title even it’s empty • After the abstract, decide which contents are going to be included. • The section title defines the organization of your papers • Write the section title, give a name to the section and subsections

  13. Now, time to write the technical contents • Write the technical contents • Step-by-step • Put more words on main technical contributions • Less words on pre-processing / post-processing • Be careful about the symbols • 1 symbol should only have 1 meaning inside your whole paper • You don’t need to include all equations into your paper • Make a balances, 6-10 equations are good number • Give citations to the equations if they are not originally from you • Use Figures to illustrate complicated concept • Figures tell more than texts; they are easier to understand • The figures high-light your technical contributions

  14. Writing your Result section • Again, even you don’t have any result, put an “empty box” over there, it will help you to balance the paper writing and estimate the length of your paper. • Focus your experiments on the results that are going to be included in your paper • It is waste of time if you do an experiment but the results are not included • Select examples such that each example tells something different • Think of different situations and/or criticisms that can be arose by reviewers • It is always good to have 1 failure example

  15. Discussions and conclusions • Usually, it is just a repeat about your contribution, and gives reason why this paper should be accepted • If your paper has assumptions, this is a good place to discuss those assumptions • Future works do not “mean” they are your future works • But it is more promising if they are really your future works

  16. Reminder • Always proof read the grammar and typos • Do not afraid of poor writing, a poor writing after 10 times revision, the writing become good • Always open mind to accept criticisms from your peers • It is much better than receiving thecriticisms from reviewers • Improve the quality of your paper until the last minutes

  17. That’s all When you start writing your first papers, come back to these slides, they will definitely help

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