Symmetry is the fundamental property of crystals, yet generative models don't yield crystals with true symmetries
We solved that with SymmCD and can get crystals from any of the 230 space groups
Learn more at our #ICLR poster w/ @dnllvy.bsky.social @sibasmarak.bsky.social!
arxiv.org/abs/2502.03638
24.04.2025 01:27 — 👍 1 🔁 0 💬 0 📌 0
Screenshot of Google docs generative AI agent asking me to Rephrase, Shorten, Elaborate, More formal.
Holy moly. I'm trying to write an academic paper, and nearly every application I'm using is not only offering Generative AI as an option for writing, but *pushing it* -- pervading the design to the point where a simple misclick would make my content AI-generated. Here's why that's a problem. 🧵
27.01.2025 18:38 — 👍 848 🔁 312 💬 32 📌 49
Diffusion models for crystals show great promise, but mostly don't generate samples with realistic symmetries—a defining property of crystals!
We tackled this with SymmCD, leveraging space groups, Wyckoff positions and asymmetric units. Catch @dnllvy.bsky.social spotlight at AI4Mat to learn more 🌟
11.12.2024 15:19 — 👍 2 🔁 0 💬 0 📌 0
thinking of calling this "The Illusion Illusion"
(more examples below)
01.12.2024 14:33 — 👍 1584 🔁 387 💬 60 📌 91
Delighted to be in Leeds joining the School of Computing! Fantastic first impressions — like a "less offensive London" (youtu.be/watch?v=_6_VVLgrgFI). Stay tuned for a PhD position starting next October. Meanwhile, drop me a message with your CV and research interests—I'd love to hear from you!
29.11.2024 16:02 — 👍 34 🔁 9 💬 0 📌 3
Physics, philosophy, complexity. @jhuartssciences.bsky.social & @sfiscience.bsky.social. Host, #MindscapePodcast. Married to @jenlucpiquant.bsky.social.
Latest books: The Biggest Ideas in the Universe.
https://preposterousuniverse.com/
Research director | @McGillU @Mila_Quebec @IVADO_Qc | My team designs machine learning frameworks to understand biological systems from new angles of attack
Applying machine learning to challenges in materials science.
Senior Researcher at Microsoft research AI for Science.
Views are my own
ML Research scientist. Interested in geometry, information theory and statistics.
Webpage: https://a-pouplin.github.io/
Mila
I do work in Computer Vision, Science For Deep Learning
Lookin to go to grad school
PhD Student at Mila & University of Montreal | Generative modeling, sampling, molecules
majhas.github.io
Master's @Mila Quebec | Generative Models, AI4Science, ML for Chemistry
Associate Professor & Co-Founder - Dynamical Deep Learning
Postdoctoral researcher @vuamsterdam.bsky.social
AI for climate | Graph Neural Networks | Geometric Deep Learning | Neural Fields | Spatiotemporal Forecasting
mkofinas.github.io
ML for remote sensing @Mila_Quebec * UdeM x McGill CS alum
Interests: Responsible ML for climate & societal impacts, STS, FATE, AI Ethics & Safety
prev: SSofCS lab
📍🇨🇦 Montreal (allegedly)
TW: @XMichellelinX
https://mchll-ln.github.io/
Current: @NVIDIA / PhD student @MIT [on hiatus]. Former UofT/Vector/MILA/McGill. Opinions my own. 🏳️⚧️ 🏳️🌈
humanistic technology bretheren @MILA_Quebec ~ AI for Science ~ ex @deepgenomics & @CAMHResearch, intern @google & @imagia_ai ~ www.viviano.ca
Researcher at Google and CIFAR Fellow, working on the intersection of machine learning and neuroscience in Montréal (academic affiliations: @mcgill.ca and @mila-quebec.bsky.social).
AI researcher at Mila, visiting researcher at Meta
Also on X: @soniajoseph_
Le plus grand centre de recherche universitaire en apprentissage profond — The world's largest academic research center in deep learning.
PhD Student in NeuroAI @Mila and @McGill
Professor at Université de Montréal & Mila -- Québec AI Institute
mathematics - neuroscience - artificial intelligence
Working towards the safe development of AI for the benefit of all at Université de Montréal, LawZero and Mila.
A.M. Turing Award Recipient and most-cited AI researcher.
https://lawzero.org/en
https://yoshuabengio.org/profile/
« artificia docuit fames »
📖 deep learning, reasoning
🧪 drug design @Mila_Quebec
🏛️ AI grad @UniTrento
halixness.github.io
Senior applied research scientist at Mila. NLP. ML for healthcare/bio. Football. Pink Floyd. Post-rock. Montreal bagel ambassador 🇨🇦.
https://zhi-wen.net/