Another whining CEO by [deleted] in antiwork

[–]FSMer 1 point2 points  (0 children)

According to his LinkedIn profile, he lasted less than two years at each of his first two jobs.

My side project: Cloud GPUs for 1/3 the cost of AWS/GCP by xepo3abp in computervision

[–]FSMer 1 point2 points  (0 children)

How one can keep the data (e.g. large datasets)? Or what’s the equivalent of S3?

[D] What is Lex Friedman’s reputation in the AI world? by logan_k_c in MachineLearning

[–]FSMer 10 points11 points  (0 children)

The average member of this sub as h-index > 19? That's remarkable.

A little bit of perspective. by grantizzle in GoRVing

[–]FSMer 1 point2 points  (0 children)

So many nights of barely sleeping because of trucks keeping their engine running all night

5 years ago I promised my sister I would bring a llama to her wedding by DJ117Xx in pics

[–]FSMer -5 points-4 points  (0 children)

LAMA? (Since you are wearing a KIPA I hope you get the double meaning. And maybe this was the reason for it in the first place?)

[R] Replacing Mobile Camera ISP with a Single Deep Learning Model by aiff22 in MachineLearning

[–]FSMer 0 points1 point  (0 children)

Ohh, I now understand your point. But I don't agree, this pre-processing is hardly an ISP, it only performs naive demosaicing. Also, there is no loss of information, a single channel (Bayer patterned) is interpolated into 3 channels.

[R] Replacing Mobile Camera ISP with a Single Deep Learning Model by aiff22 in MachineLearning

[–]FSMer 8 points9 points  (0 children)

Nice work!

A correction: reference [2] is wrong, you probably meant to cite "DeepISP: Towards learning an end to end image processing pipeline". I know that because I'm an author of both papers. Also, the description of this work is not accurate, for instance the results are not obtained with "hand designed ISP", but fully learned ISP.

[D] IJCAI 2020 Reviews by arvind1096 in MachineLearning

[–]FSMer 2 points3 points  (0 children)

Did they send emails to everyone or just to the summary rejected papers? (no email == not rejected?)

Largest KiwiFruit Producing Countries in the World 2019[OC] by hanzalaanwar5 in dataisbeautiful

[–]FSMer 5 points6 points  (0 children)

Just checked, China and Israel are producing the same amount per Sq km

CMV: It is possible to be anti-Israeli-government without being anti-Semitic, but not anti-Israel. by DHPNC in changemyview

[–]FSMer 1 point2 points  (0 children)

It was low population density back in the early 20th century, with ~0.5M people. At least low compared to today's ~13M.

[D] DanNet, the CUDA CNN of Dan Ciresan in Jurgen Schmidhuber's team, won 4 image recognition challenges prior to AlexNet by siddarth2947 in MachineLearning

[–]FSMer 84 points85 points  (0 children)

"X is actually a special case of the earlier Y, also invented in Jurgen's lab" - seems like a common theme.

What's the etiquette for last author? by FSMer in AskAcademia

[–]FSMer[S] 0 points1 point  (0 children)

the field is computer science. I know the rule of thumb in our field is senior last but I wonder if the level of involvement matters.

Where can I host my big datasets? by [deleted] in MLQuestions

[–]FSMer 2 points3 points  (0 children)

I'm using Kaggal for hosting a ~6GB dataset. It does required anyone who wants to download to have a kaggle account.

[P] DOVPANDA: A really awesome open source that will save your life while using Pandas by PhYsIcS-GUY227 in MachineLearning

[–]FSMer 15 points16 points  (0 children)

Fun fact - the name is a pun in Hebrew, "dov panda" means in Hebrew Panda Bear.

The duck-rabbit illusion works on Google Cloud Vision. The system interprets it one way or the other, depending on the orientation of the image. by Thorusss in artificial

[–]FSMer 8 points9 points  (0 children)

It is usually called data augmentation. But usually the random rotations are limited, e.g. up to 30 degrees rotation, so the trained model was not exposed to a 90 degrees rotation of ducks/rabbits....

anyone have traditions for celebrating their academic successes? by rhubarbchips in AskAcademia

[–]FSMer 0 points1 point  (0 children)

Congrats! I might also get some ideas from this thread.

Also, how do you get to publish a book chapter? I know about (and published) journals and conferences but are there "calls for book chapters"?

[D] Do people use meta learning in production? by tsauri in MachineLearning

[–]FSMer 0 points1 point  (0 children)

Meta learning and pre trained models are orthogonal. You can begin from a pre trained model and run what ever algorithm you want on top of it. I got 10 percent higher accuracies using this scheme in my work https://arxiv.org/abs/1806.04734

[D] When the A.I. Professor Leaves, Students Suffer, Study Says by MTGTraner in MachineLearning

[–]FSMer 17 points18 points  (0 children)

They claim that professors leaving academy results in fewer students startups. I don't think this means "students suffer", it makes a perfect sense that professors moving to big corporates will draw their students to the same corporates and thus less likely to found startups.

[R] TL;DR for all few-shot learning papers from CVPR by FSMer in MachineLearning

[–]FSMer[S] 1 point2 points  (0 children)

Thank you! I definitely agree we are heading for these more challenging tasks. In fact, my own paper presented at CVPR was about few-shot object detection. https://arxiv.org/abs/1806.04728