Volume 326 Proceedings of Second Workshop on Geometry-grounded Representation Learning and Generative Modeling proceedings.mlr.press/v326/ Is now available on PMLR

Thank you Neil for always being so kind and reactive. And PMLR for publishing GRaM ☀️ Lots of love to @gram-org.bsky.social @erikjbekkers.bsky.social @sharvaree.bsky.social @sukjulian.bsky.social and many others ❤️

Neil Lawrence@lawrennd.bsky.social · 2w ago

Volume 326 Proceedings of Second Workshop on Geometry-grounded Representation Learning and Generative Modeling proceedings.mlr.press/v326/ Is now available on PMLR

Triton kernels for the G(3, 0, 1) geometric product (as used by geometric algebra transformer) are now available on @maxxxzdn.bsky.social's great repository Flash Clifford. 🔗 github.com/maxxxzdn/flash-clifford

GitHub - maxxxzdn/flash-clifford: ⚡ Triton implementation of Clifford algebra neural networks.

⚡ Triton implementation of Clifford algebra neural networks. - maxxxzdn/flash-clifford

github.com

Results for the GRaM Competition are online. Congratulations to the winner and runners-up 🎉 🥇 github.com/julka01 with SmoothSplatNet 🥈 github.com/jorgesarrato with CDFDoubleGridNet 🥉 github.com/v3ctr0id with VRTEnsemble 🔗 gram-competition.github.io

We're looking for a new colleague at @amlab.bsky.social: Assistant Professor in AI for Science 🔬🤖 World-class ML research, Amsterdam's thriving AI ecosystem (ELLIS, startups, big tech), and some of the best academic labor conditions in Europe ❤️ Deadline: May 30 👉 werkenbij.uva.nl/en/vacancies...

Vacancy — Assistant Professor in AI for Science (AI4Science)

<p><span>Are you passionate about advancing Machine Learning by integrating insights from the natural sciences? Are you eager to bridge the 3rd (<em><span>computational</span></em>) and 4th (<em><span...

werkenbij.uva.nl

We have a competition @gram-org.bsky.social! - MCML award: 500€ - Deadline: April 22nd - Publication of the results in our workshop proceedings (PMLR) ✨Thank you to @sukjulian.bsky.social, Gavin and BeyondMath for making this happen. ✨ gram-competition.github.io

Julian Suk@sukjulian.bsky.social · 4mo ago

One month left 'til @iclr-conf.bsky.social, about time to launch our ✨@gram-org.bsky.social Competititon✨ The theme is geometry x AI4science with a dataset kindly provided by BeyondMath. Deadline: April 22, 2026 (AoE) 🔗 gram-competition.github.io

One month left 'til @iclr-conf.bsky.social, about time to launch our ✨@gram-org.bsky.social Competititon✨ The theme is geometry x AI4science with a dataset kindly provided by BeyondMath. Deadline: April 22, 2026 (AoE) 🔗 gram-competition.github.io

Our latest paper on ML-based flow estimation ✨trained on 4D flow MRI✨ in the carotid arteries is now published (open-access) in Medical Image Analysis. 🔗 www.sciencedirect.com/science/arti...

Physics-informed graph neural networks for flow field estimation in carotid arteries

Hemodynamic quantities are valuable biomedical risk factors for cardiovascular pathology such as atherosclerosis. Non-invasive, in-vivo measurement of…

sciencedirect.com

Join us tomorrow at 15:30 if you want to learn about the latest and greatest in language model evaluation.

Munich Center for Machine Learning@munichcenterml.bsky.social · 6mo ago

Join our #MCML Online Seminar Series, where MCML Junior Members present new papers, preprints & ongoing research — everyone who is interested is welcome! 📅 Feb 19, 3:30–4:30 PM 🎤 Dennis Frauen on nonparametric LLM evaluation from preference data 🔗 mcml.ai/events/2026-...

Join our #MCML Online Seminar Series, where MCML Junior Members present new papers, preprints & ongoing research — everyone who is interested is welcome! 📅 Feb 19, 3:30–4:30 PM 🎤 Dennis Frauen on nonparametric LLM evaluation from preference data 🔗 mcml.ai/events/2026-...

📢The second edition of ✨GRaM workshop✨ is here this time at #ICLR26. 🌟Submit your exciting works in Geometry-grounded representations. We welcome submissions in multiple tracks i.e. 📄 Proceedings 📝extended abstract 👩‍🏫Tutorial/blogpost as well as an exciting challenge!

📄Proceedings track accepts maximum of 8-page submission with accepted submissions published in #PMLR .

📝Extended abstract accepts a maximum of 4-page submissions. Previously published or under-review submissions are welcome.

👩‍🏫For Blogpost/tutorial tracks, we welcome easy-to-understand blogpost and reproducible collab tutorials on topics that fit the workshop. You can submit either a blogpost or tutorial or both!

🥊 Challenge details coming soon!

For more details check out our website: http:// gram-workshop.org or follow @gram-org.bsky.social

Very excited for the updated version of this great workshop!

GRaM Workshop @gram-org.bsky.social · 8mo ago

GRaM 2.0 is being organised by an ✨incredible team✨ @erikjbekkers.bsky.social @alisometry.bsky.social @sharvaree.bsky.social @oumarkaba.bsky.social @jmtomczak.bsky.social @sukjulian.bsky.social Hannah Lawrence, Robin Walters, Manuel Lecha, Elizabeth Baker and Stefanie Jegelka.

Looking for a pre-trained transformer to fine-tune on your 3D artery data? We are releasing GReAT, an open-weight point cloud (or mesh) model. ➡️ github.com/sukjulian/great

Maths YouTube is really taking off lately! Check out these creators that I particularly enjoy: • 3Blue1Brown (obviously) • Mutual Information (machine learning and computation) • Aleph 0 (pure mathematics, beautiful visuals) • Sheafification of G (chaotic and stimulating, lots of memes)

Neural operators are gaining traction in science and engineering as fast surrogates for time-intensive physics simulation. Introducing "Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries" (published in Computer Methods and Programs in Biomedicine).

If you are excited about representation learning, point clouds, higher-order complexes, or just curious about geometry/topology, this talk is for you! 👉 youtube.com/watch?v=frjm... 🧵4/5

Shapes, Spaces, Simplices, and Structure: Geometry, Topology, and Machine Learning

YouTube video by Bastian Grossenbacher-Rieck

youtube.com

I am happy to announce that I have started a postdoc position at @aim-lab.bsky.social and @munichcenterml.bsky.social, Technical University of Munich under the supervision of @danielrueckert.bsky.social. Looking forward to this new chapter 🥨🎓

Three weeks ago I had the pleasure of mentoring a project at @logml.bsky.social. We looked into cortical surface parcellation from a geometric angle and had a lot of fun! Thanks to my project group (including @mustas.bsky.social and @zhengdiyu.bsky.social) for the trust...

It's already been two months but better late than never: I have successfully defended my PhD 🎉 It's been a roller coaster ride and I enjoyed every minute of it! I am forever grateful for the awesome people I met along the way (you know who you are ✌️).

🚨 New analysis: 257 suspicious X/Twitter accounts identified, spreading among others far-right narratives, anti-migration, anti-vaccine, and climate disinformation in the period before and after the 2025 German federal election. 👉 Report: dtecbw.de/sparta/ #Disinformation #btw25

Simple idea to filter out (some) LLM-written papers with non-existent references: check the reference file agains DBLP and desk reject if a certain % of citations doesn't exist.

I have cleaned up the notebooks for my course on Optimal Transport for Machine Learners and added links to the slides and lecture notes. github.com/gpeyre/ot4ml

Enschede crowd you don't want to miss this! Join us for two exciting talks by Jolanda Wentzel and @erikjbekkers.bsky.social. As a bonus, you get to see me in "appropriate traditional dress from [my] country of origin". 📅 28 May 📍 UTwente campus

We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71n... @neurreps.bsky.social

ICLR 2025 MLMP best poster award goes to "ViNE-GATr: scaling geometric algebra transformers with virtual nodes embeddings"! Congratulations @sukjulian.bsky.social, Thomas Hehn, @arashbehboodi.bsky.social, Gabriele Cesa!