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NeurIPS 2023 Posters Cluster Visualization

103 points by skadamat 3y ago

notfed 3y ago
I guess this doesn't work on mobile?
- deleted 3y ago
  [deleted]
- skadamat 3y ago
  Yeah it doesn't work that well on mobile. It takes a LOT of blood, sweat, and tears to get these D3 visualizations to be mobile friendly and this is just a fun project after all.
  - dcre 3y ago
    It actually works pretty well for me in iOS Safari — the main problem is that the visualization is sandwiched between the two sidebars, so it's about half an inch wide. If the three divs stacked vertically on small screens, that would be a huge improvement!
  - lmeyerov 3y ago
    We regularly use pygraphistry to generate /import => viz 100k+ entity embeddings on mobile fine: https://github.com/graphistry/pygraphistry https://github.com/graphistry/pygraphistry , should be pretty easy to redo / scale . WebGL is impressively capable on even old smartphones nowadays ! More fun, in umap mode, by default, it also shows the top-n similarity edges between each entity, so you get interactive graphs that you can interactively filter + recluster + restyle on diff data attributes, vs just the typical x/y scatter plot (Am on mobile, so haven't been able to load the original...)
tudorw 3y ago
Wow, love this, thanks, such a broad subject that interdisciplinary opportunities must abound. Work like this combined with the huge amount of effort in open source work to move quickly from examples in papers to running code makes for an exciting future. Visualising this volume of data on a mobile device is always going to be challenging, personally I'm hoping that moves in AR, Rollup/Folding Displays and projected screens will shift things towards larger screens. Mobile phones are cool, but you lose a lot of interaction potential moving from a 27" screen to 6".
axpy906 3y ago
On mobile. Will look later… one of the things I was trying to get a hold of is what tracks are running this for what to expect in industry.
1024core 3y ago
It would be nice if, after you filter with a substring, the mouse-over actions (popups) would be limited to the filtered set.
achille 3y ago
Are the PDFs of the posters available?
- Cruutawn 3y ago
  Hmm. Says "shift-click" to open poster on NeurIPS site -- you'll have to be logged in to the NeurIPS virtual conference, and the authors will have had to remember to upload their poster PDF. If you want the paper pdf, you can "alt-click" to open paper on OpenReview.
weekay 3y ago
Also a app to search and chat with papers https://apps.apple.com/us/app/neurips-papers-by-metaphor/id6473820677 https://apps.apple.com/us/app/neurips-papers-by-metaphor/id6...
Der_Einzige 3y ago
Wish they did it for EMNLP which is happening right now and many of the EMNLP people will go to NeurIPS
htrp 3y ago
Have they done the Neurips ml framework breakout this year?
srajabi 3y ago
Is this down?

103 points by skadamat 3y ago

notfed 3y ago

I guess this doesn't work on mobile?

deleted 3y ago
[deleted]
skadamat 3y ago
Yeah it doesn't work that well on mobile. It takes a LOT of blood, sweat, and tears to get these D3 visualizations to be mobile friendly and this is just a fun project after all.
- dcre 3y ago
  It actually works pretty well for me in iOS Safari — the main problem is that the visualization is sandwiched between the two sidebars, so it's about half an inch wide. If the three divs stacked vertically on small screens, that would be a huge improvement!
- lmeyerov 3y ago
  We regularly use pygraphistry to generate /import => viz 100k+ entity embeddings on mobile fine: https://github.com/graphistry/pygraphistry https://github.com/graphistry/pygraphistry , should be pretty easy to redo / scale . WebGL is impressively capable on even old smartphones nowadays ! More fun, in umap mode, by default, it also shows the top-n similarity edges between each entity, so you get interactive graphs that you can interactively filter + recluster + restyle on diff data attributes, vs just the typical x/y scatter plot (Am on mobile, so haven't been able to load the original...)

tudorw 3y ago

Wow, love this, thanks, such a broad subject that interdisciplinary opportunities must abound. Work like this combined with the huge amount of effort in open source work to move quickly from examples in papers to running code makes for an exciting future. Visualising this volume of data on a mobile device is always going to be challenging, personally I'm hoping that moves in AR, Rollup/Folding Displays and projected screens will shift things towards larger screens. Mobile phones are cool, but you lose a lot of interaction potential moving from a 27" screen to 6".

axpy906 3y ago

On mobile. Will look later… one of the things I was trying to get a hold of is what tracks are running this for what to expect in industry.

1024core 3y ago

It would be nice if, after you filter with a substring, the mouse-over actions (popups) would be limited to the filtered set.

achille 3y ago

Are the PDFs of the posters available?

Cruutawn 3y ago
Hmm. Says "shift-click" to open poster on NeurIPS site -- you'll have to be logged in to the NeurIPS virtual conference, and the authors will have had to remember to upload their poster PDF. If you want the paper pdf, you can "alt-click" to open paper on OpenReview.

weekay 3y ago

Also a app to search and chat with papers https://apps.apple.com/us/app/neurips-papers-by-metaphor/id6473820677 https://apps.apple.com/us/app/neurips-papers-by-metaphor/id6...

Der_Einzige 3y ago

Wish they did it for EMNLP which is happening right now and many of the EMNLP people will go to NeurIPS

htrp 3y ago

Have they done the Neurips ml framework breakout this year?

srajabi 3y ago

Is this down?