sageev
@osageev
"a symptom of approaching nervous breakdown is belief that one's work is terribly important"-Russell curr/prev faculty at: @dalfcss, @vectorinst, @googleAI
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"Sharpness of the loss surface tells us about generalization... except when it doesn't (like in transformers)." But what does sharpness mean? You might say "it's how much the function changes within a little ball". Ok, so in the simple picture shown below, at which of the two…
![osageev's tweet image. [1/🧵] ✨ Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It ✨
Super excited to announce our paper on factoring out parameter symmetries to better predict generalization in transformers (accepted as #ICML25 spotlight! 🎉)
Amazing work by…](https://pbs.twimg.com/media/GqgJIN0WoAA1faU.png)
Just started playing through the Scriabin preludes and they are gorgeous compositions. Here’s one of them.
I'd love to know how they decided 3 ? I guess I can see why a 0 (newborn) might be a bit young, seeing as they can't even really focus that well and stuff, so most of the equations would be lost on them... But, like, why not for 2 and up?
“Finding the answer” is the new finding the answer.
We'll be performing at Halifax's #Nocturne tonight with our #AI disklavier/piano system (info below) - and also some old fashioned non-AI music too! Yeah we don't actually NEED the AI system to make #music, but it's fun to add in. We even have a non-AI image-to-music system--…
the FX distract from the hard part (which I did pretty 👍), and from the easy part (which I then ’ed up because I was excited), but they visually fit 👌 with the funnest part in the middle that is my favourite
Playing with #machines… I think in some ways #AI will “make us more #creative” just like these big machines make me more creative. Personally I find playing well with AI systems, however, tends to be more complex and requires more skill and importantly more experience than…
and more improvising together with the diggers outside my house... this time a bach prelude deconstruction
There’s big construction going on outside my house so I started playing along with the machinery— both how it looks and how it sounds— really fun…
Ok but real Van Gogh was happier and just more positive-vibe.
You've seen these paintings a million times. But never like this. Using nano-banana, Seedance, and Kling, I brought them into our modern world, creating an unlikely romance in Central Park, New York City. Enjoy:
Fantastic, clear and fully detailed tutorial on KFAC, with code presented in parallel with the writing!
KFAC is everywhere—from optimization to influence functions. While the intuition is simple, implementation is tricky. We (@BalintMucsanyi, @2bys2 ,@runame_) wrote a ground-up intro with code to help you get it right. 📖 arxiv.org/abs/2507.05127 💻 github.com/f-dangel/kfac-…
🌊🌊🌊 Ocean etude in slow mo is fun (switches back to regular speed after a few seconds for comparison)… how did chopin make it so viscerally satisfying to practise arpeggios? 😂
Such a well-articulated position: instagram.com/reel/DLPcdiVB2…
Copiers will love this particular music generator. ** if that’s annoying, one can ask: what matters more: being a creator, or being called a creator?
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