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CVPR 2020 statistics (unofficial) + better search functionality tldr; I have created a dataset about CVPR 2020 papers consisting of the title, author(s), affil
by ck_one 6y ago
CVPR 2020 statistics (unofficial) + better search functionality
tldr; I have created a dataset about CVPR 2020 papers consisting of the title, author(s), affiliated institution(s) and the abstract of each paper and put it behind Elastic Search to make it more accessible. Happy searching!
Initially, I wanted to find out which research institution is in involved in what papers. To my surprise this information wasn't readily available. I had to go through each of the 1500 papers to extract the information. I used a script to get the title, author(s) and the abstract of each paper and worked with a freelancer (100$/~30h) to get the institution of every author. Then I used local sensitive hashing to clean institution names and put the whole dataset behind Elastic Search. A simple idea turned out to be a good learning project since it was my first time working with a freelancer and also my first time using Elastic Search.
Quick summary about CVPR 2020 statistics:
Google is still the number one in terms of number of publications. China is gaining momentum quicker than I expected.
- mkl 6y agoThe blank page without context gives no clues as to what words might make interesting searches. Maybe put a list or word cloud of key words off to the side to suggest ideas?
- ck_one 6y agoGood point! Here is a list of keywords I have used: ["Oxford", "Technical University of Munich", "Self Supervised", "3D Reconstruction"]. Will add a list of keywords after dinner on the site.