How to read papers efficiently and develop good habits (1)

For the current hot CV direction, there are many summary and review papers or articles or blogs in each direction. You don’t need to find them one by one. There are many related literatures. For those of us who want to enter this field It is the first problem we need to solve to try our best to keep up with the footsteps of the big guys, and strive to digest the content of these high-quality documents one by one and transform them into our own knowledge reserves.

A large number of English papers as our first battle, we,

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You must not rely on translation software from the beginning!
You must not rely on translation software from the beginning!
You must not rely on translation software from the beginning! ==

Just entering this academic field, we have to develop a good habit of reading our own papers!

When we always rely on translation software instead of improving our English level, this translation software will eventually limit our imagination, limit our performance, and limit our progress! It makes us unable to read efficiently ; unable to achieve efficient and innovative understanding ; unable to read at high speed !

method

1. How to improve your reading ability

  1. At the beginning, I printed out the papers and read them. When I couldn’t make sense of the words or I didn’t know the words, I went to Google, Youdao, HowNet and other translation software to find the meaning of the words (manually enter the search, and then write it down in my own way) . Whether it is an adjective, an adverb, or a professional term, write it down for a better understanding of the paper in the future.
  2. Take a look every day and take a look at the words you are not familiar with.
  3. Continue, stick to it for a month, and read the paper by yourself for barrier-free. During this month, when reading papers, insist on reading and understanding every line. (By the way, help yourself to figure out which parts the paper consists of, which places are the key points, which are the details, and which are the general content. In order to read the paper efficiently and with quality in the future)

Second, the method of taking notes in the paper

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Form your own note system based on your accumulation, habits, and experience!
Form your own note system based on your accumulation, habits, and experience!
Form your own note system based on your accumulation, habits, and experience! ==

Generally speaking, the following points are worthy of selection and attention in the paper:

  1. The shortcomings of other papers mentioned in the introduction represent the starting point for writing this paper.
  2. The proposed structure or method is the innovation point of this paper.
  3. The specific method or structure describes why it is designed or improved in this way, which is the idea of ​​innovation and improvement.
  4. Effect comparison.

The content framed here is basically a few important points that need to be grasped when reading quickly and efficiently. After clarifying these points, many contents of the paper can basically be ignored directly.
(Generally, you don’t need to frame the details and detail processing. The main purpose of framing is to think about it yourself, and you can look at it later. Therefore, you need to look at the specific details according to your own situation and needs. You can look at them often, or It can be just a preliminary understanding. For example, for those classic papers in related fields, you need to pay attention to the details. At the same time, when you have determined your "advance" direction and the points you are interested in have appeared, you must read the corresponding papers carefully and in-depth Understand the details of reading papers related to your own purpose (such as the method used in your own paper). The rest depends on your interests, understanding of ideas, or impressions.)

This article is a personal study experience and notes.
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Origin blog.csdn.net/qq_53250079/article/details/128118194
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