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François Fleuret

@francois.fleuret.org
5.8K followers 234 following 413 posts

Research Scientist Meta/FAIR, Prof. University of Geneva, co-founder Neural Concept SA. I like reality. fleuret.org

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François Fleuret @francois.fleuret.org · 10/09/2025
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François Fleuret @francois.fleuret.org · 01/04/2025
"You are in Paris, enjoy the city, stop obsessing with AI" Paris:
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François Fleuret @francois.fleuret.org · 20/12/2024
It's Friday!
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François Fleuret @francois.fleuret.org · 19/12/2024
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François Fleuret @francois.fleuret.org · 19/12/2024
Oh boy, GTA 6 has to be good. And Half Life 3.
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François Fleuret @francois.fleuret.org · 17/12/2024
"We invest far-off places with a certain romance. This appeal, I suspect, has been meticulously crafted by natural selection as an essential element in our survival."
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François Fleuret @francois.fleuret.org · 15/12/2024
🎶 This is the end 🎶 @neuripsconf.bsky.social
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François Fleuret @francois.fleuret.org · 15/12/2024
That The shining vibe.
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François Fleuret @francois.fleuret.org · 14/12/2024
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François Fleuret @francois.fleuret.org · 14/12/2024
My political weight is obviously immense since there is coffee available all the time at @neuripsconf.bsky.social this year. For next year: can we have at e.g. 10 places in the center some huge colorful discs with numbers 1...10 in them to serve as convenient meeting points?
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François Fleuret @francois.fleuret.org · 14/12/2024
8th gen
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François Fleuret @francois.fleuret.org · 12/12/2024
The topologists seem to be taking over. Large pictures + a README about this experiment at fleuret.org/public/culture
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François Fleuret @francois.fleuret.org · 11/12/2024
That Kandinsky vibe.
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François Fleuret @francois.fleuret.org · 09/12/2024
This is totally reasonable.
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François Fleuret @francois.fleuret.org · 09/12/2024
It's Monday! On my way to @neuripsconf.bsky.social !
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François Fleuret @francois.fleuret.org · 08/12/2024
BTW there was a bug, my version should be (with slight var name changes)
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François Fleuret @francois.fleuret.org · 08/12/2024
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François Fleuret @francois.fleuret.org · 08/12/2024
This is where I am in my career.
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François Fleuret @francois.fleuret.org · 06/12/2024
The 4b clearly gets below the 8b after ~300M tokens and never comes back.
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François Fleuret @francois.fleuret.org · 06/12/2024
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François Fleuret @francois.fleuret.org · 05/12/2024
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François Fleuret @francois.fleuret.org · 05/12/2024
Just grow light blue vertically, but be careful with the occlusions (how do they decide for the ambiguity? No idea...)
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François Fleuret @francois.fleuret.org · 05/12/2024
Easy: light blue shrinks vertically, moves left and turns brown.
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François Fleuret @francois.fleuret.org · 05/12/2024
Those four yellow corners. Is that just a coincidence, or something to come?
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François Fleuret @francois.fleuret.org · 05/12/2024
Easy one. Gray turns green and hollow, pink becomes brown, and of course you switch red and blue. Who would fail that one?
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François Fleuret @francois.fleuret.org · 05/12/2024
Yes, red goes to the right. Isn't it clear?
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François Fleuret @francois.fleuret.org · 05/12/2024
This I love, but I do not understand why/how "they" prefer the fusion of the two rectangles instead of keeping a separate-rectangle model of the world.
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François Fleuret @francois.fleuret.org · 04/12/2024
Those are samples of the hand designed ones, there four types, two rows of each: "change color", "frame", "shrink/expand", "translate".
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François Fleuret @francois.fleuret.org · 04/12/2024
Solving one quiz means that the model can predict *any of the four* given the three others. Which can be subtle in the ones they create.
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François Fleuret @francois.fleuret.org · 04/12/2024
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François Fleuret @francois.fleuret.org · 04/12/2024
Ah, Whova, my old, clunky, annoying, I-wish-I-was LinkedIn friend. I can't hate you because when I reinstall you, it means I gonna have one week of full-time nerdiness.
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François Fleuret @francois.fleuret.org · 02/12/2024
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François Fleuret @francois.fleuret.org · 02/12/2024
Most recent version: I keep a generated quiz only if 3+ models solve it, 2+ fail badly, and (this is new) there is no agreement of 2+ models on a different solution. This rejects quizzes inherently ambiguous for instance because of occlusion. The ones attached are not ambiguous.
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François Fleuret @francois.fleuret.org · 02/12/2024
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François Fleuret @francois.fleuret.org · 02/12/2024
It's Monday. Godspeed everyone.
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François Fleuret @francois.fleuret.org · 01/12/2024
And they generalized "translate" to complicated shapes. I do not get how 6 out of 12 models could agree on the spurious pixel in the corner though.
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François Fleuret @francois.fleuret.org · 01/12/2024
They combined "translate" with "shrink" that became "shrink in one direction".
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François Fleuret @francois.fleuret.org · 01/12/2024
They combined "frame" with "change color" that became "flip color"...
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François Fleuret @francois.fleuret.org · 30/11/2024
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François Fleuret @francois.fleuret.org · 30/11/2024
I then re-train models from scratch on a training set composed for half of those "culture quizzes". And I repeat this sequence. Here are some of the stuff they invented. 4/4
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François Fleuret @francois.fleuret.org · 30/11/2024
So, refresher about my culture stuff. Here are examples of the four types of hand-designed "quizzes" I created. "Solving" it means to predict any of the four grids given the three others. 1/4
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François Fleuret @francois.fleuret.org · 30/11/2024
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François Fleuret @francois.fleuret.org · 30/11/2024
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François Fleuret @francois.fleuret.org · 30/11/2024
TIL about multi-file tail -f, and looking at the man page I also learned about -F.
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François Fleuret @francois.fleuret.org · 30/11/2024
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François Fleuret @francois.fleuret.org · 30/11/2024
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François Fleuret @francois.fleuret.org · 30/11/2024
*salesman suitcase latch sound*
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François Fleuret @francois.fleuret.org · 29/11/2024
I have my own handle-domain, that's so nerdy.
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François Fleuret @francois.fleuret.org · 29/11/2024
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François Fleuret @francois.fleuret.org · 29/11/2024
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