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The latest Messages 126
2021-12-15 22:14:44
Unfortunately, the racism line continues to rise
https://redd.it/rf5j7k
@datascientology
63 views19:14
2021-12-15 21:14:45
[OC] The 5-week fall in Cryptocurrencies
/r/dataisbeautiful
https://redd.it/rgyoq1
67 views18:14
2021-12-15 20:14:57
D I just found out that my 1 years' worth of research has already been published.
I'm a PhD student in the middle of my studies. A year ago I had an idea about designing a neural network for medical image segmentation using shape priors. I have done a quick literature review at that time (although I admit, it might not have been thorough enough) and I found that no one really tried to use those shape priors before, especially for the task that i wanted to use them on (these descriptors would fit the specific task especially well). I worked hard on the implementation, designing the network architecture, writing the article and understanding all the necessary mathematical proofs/theorems related to this task. I just submitted the article a few weeks ago (no word from it yet), and today, I found an article on arxiv (no citations) that has been published this spring and basically uses the same idea for the same task as I did. The network architecture is different than mine and the performance evaluation is different, but the main selling point of my article, the usage of these shape priors has already been published. I am a bit devastated at this point because this would have been my first 1st author paper and I really put a lot of effort and thought into this, only to discover that my idea has already been discovered before. Obviously I need to do a much more thorough literature review next time so that this doesn't happen again, but besides that, I don't know what else I could do to mitigate the damage that has been done to my motivation. I am even considering quitting PhD at this moment because I feel like I wasted a lot of time because of my stupidity. Has anything similar happened to you before? Do you have any advice? How could you cope with similar issues in your career?
/r/MachineLearning
https://redd.it/rgykys
68 views17:14
2021-12-15 19:14:40
This map gives me a headache
/r/dataisugly
https://redd.it/rgv5f6
64 views16:14
2021-12-15 18:14:44
[OC] A flag-colored Delaunay triangulation of continental US county centroids
/r/dataisbeautiful
https://redd.it/rgy0jf
64 views15:14
2021-12-15 17:15:21
6 Industries already leverging text analysis
/r/Infographics
https://redd.it/qqpqfu
69 views14:15
2021-12-15 16:14:46
Hand-drawn map by me. Average January temperatures.
/r/MapPorn
https://redd.it/rgvjpu
75 views13:14
2021-12-15 15:14:39
How much money you need to retire comfortably around the world
/r/MapPorn
https://redd.it/rgqtsd
79 views12:14
2021-12-14 16:15:06
Last 30 days of Sea Surface Temperatures [OC]
/r/dataisbeautiful
https://redd.it/rg6xxy
13 views13:15
2021-12-14 15:14:52
[R] Self-attention Does Not Need $O(n^2)$ Memory
https://arxiv.org/abs/2112.05682
/r/MachineLearning
https://redd.it/rfs5kq
36 views12:14
D
