Master of a famous school has been working hard for 5 years. AI has no paper. How can the tutor free range?

Everyone on earth knows that , Now? AI Very professional , Among them, machine learning is the most popular .

AI Tuyere industry , The salary of graduates has reached a new high year after year . On the Internet , Yes AI The news that young talents will earn high salaries upon graduation has been countless .

Whether it's the media or the public , Are more inclined to focus on a small number of people at the top of the pyramid .

For more ordinary people , Things may be completely different .

More people still need to know how to send articles 、 How to graduate smoothly 、 There is a lot of pressure on how to show your face in academic conferences .

Today, I came to talk to our students , I can't bear the pressure . He claims to be one who has been in a good university 5 Year of “ The core research of machine learning ”, But I still feel that I have accomplished nothing .

There is no article yet , Every time I want to post an article, I will be blocked by my tutor , The reason is that the quality of the results is not high enough .

He said , I am in great pain now , Why do you spend your best youth on machine learning , Now I don't even have an article , No articles, no funds .

“ I know I'm not a genius , It can't compare with those who can send NeurIPS、ICML These great gods who are capable of doing everything , Then I will be crushed by these people in the future , What am I gonna do? ？

To make a long story short , Is very confused very painful . Be reasonable , This should be changed to another major , It is estimated that every minute it will become a persuasion post .

But I believe that among the fans who follow me , Troubled by this problem , Not only the above friends .

So when you meet this kind of free range tutor , What to do ？

Share my experience , Focus on the main contradiction first ：

From topic selection → Look at the literature for innovation → Writing → Duplicate check → Submission → From the process of defense ,90% Students are stuck in topic selection and innovation .

01、 The thesis

Choose the wrong topic , How much preparation has been done is useless , In this environment of tutor stocking , There are too many tragedies when the topic was overturned by the tutor a few days before the oral defense ....

If you have no idea about the topic of your thesis at present , It is suggested to make sure , What part of your major you are most interested in , Then go to HowNet to search for relevant literature materials ,

About whether the topic is easy to write , Here is an important coordinate to refer to , That is the collection of the top conferences , such as ACM CIKM、ICLR etc. , They usually represent the wind vane of Academia

Mainly look at two indicators , One is the number of papers included in his own research direction , The second is the historical comparison of collection ranking

for example GNN（ Figure neural network ） Held at the end of last year ACM CIKM On ,GNN（ Figure neural network ） Become the biggest trend ,ICLR 2020  Among the absolute high-frequency words submitted in the paper, it ranks No 7 position , Compared with ICLR 2019 Promoted 13 position .

From the data , This is a popular and relatively easy topic to publish papers .

02、 Innovation points

Read a lot of literature , But there is no innovation , Even if you come up with an idea , A search found that someone had studied , Even without research , Find a run on the model , The result is poor ..........

How to apply the existing model to your own project , How to design a model in line with your own direction ？

Introduction How to write the part ？baselines How to keep pace with the times ？ Parameter experiment , effect & Performance experiment , How to solve the ablation experiment ？

anyway, These can be said 3 God 3 It's night , It took me more than ten hours , We have prepared a set of free materials for you , All over , It's nothing to write an excellent paper .

Free information ：《 How to write a good paper 》

（ limit 99 Share , Hands slow ）

The designer of the data is global top30 University Professors , Doctoral supervisor , Doctor of famous overseas universities . At the same time, he is Reviewer of international top Journal Conference .

Published top conferences and journals in recent five years 30 The remaining articles include Nature Communications, ICLR, ICML etc. .

super 3000 Famous student After learning this set of materials Successfully published papers ,70% Get on a quality journal , I believe it will also help you .

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Free information ：《 How to write a good paper 》

（ limit 99 Share , Hands slow ）