2019’s Top Machine and Deep Learning Research Papers

visarga · on Dec 9, 2019

The title is misleading. It's just a list of paper the author liked.

> I wanted to take a moment to highlight the ones that I found most interesting

jointpdf · on Dec 9, 2019

Try this for something more objective: http://www.arxiv-sanity.com/top?timefilter=year&vfilter=all

toxik · on Dec 9, 2019

While that certainly gives some signal among the noise, it is also heavily skewed towards Twitterable papers. Clickbaity papers fare better.

jointpdf · on Dec 9, 2019

I think the rankings are based on the papers that people save. There is a separate page for Twitter based rankings, which seems noisier (ie top paper from the last month is about Hearthstone). It does seem that survey/review/tutorial type papers are slightly over represented.

No ranked list is ever perfect, but this passes the eye test IMO.

toxik · on Dec 9, 2019

Ah I’ve been reading the wrong list!

angry_octet · on Dec 9, 2019

Quite a bold take given NIPS is on right now. The slides are linked from the schedule: https://nips.cc/Conferences/2019/Schedule

I would take me a week just to skim the ones I'm interested in.

wswope · on Dec 9, 2019

Anyone able to speak to the ease of use/maturity of OpenPose? I've been considering a hobby project for video-based analysis of tennis matches and it seems like it'd be the perfect tool.

SomaticPirate · on Dec 9, 2019

Hmm, can someone explain to me why this has a non-Medium link in Hacker News but goes to a Medium webpage?

Atheb · on Dec 9, 2019

You used to be able to use a custom domain name on your Medium blog I think

danial · on Dec 9, 2019

https://help.medium.com/hc/en-us/sections/360001508894-Custo...

Other popular publications that use custom domains on Medium: https://m.signalvnoise.com/ https://medium.economist.com/ https://blog.coinbase.com/

It's now deprecated for new services, though.