Exciting news: AMLab is happy to have 7 papers accepted at #ICML2025! 🎉

See the thread below for the full list 📝 and meet us in Vancouver to discuss them further! 🇨🇦

🧵1 / 8

Just returned from an inspiring three weeks at AIMS (aims.ac.za) in Cape Town, where I taught Generative AI with @eijkelboomfloor.bsky.social.

I was really impressed with these students, who are engaged, very hard working, and asked some of the best questions that I have ever had in class!

Super happy to share our work was accepted as an Oral at the Delta Workshop @ ICLR 2025! 🎉

Can’t wait to talk about it in Singapore 😎

Congrats to the amazing team @eijkelboomfloor.bsky.social @alisometry.bsky.social @erikjbekkers.bsky.social 🔥

🤹 Excited to share Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems

joint work with @wellingmax.bsky.social and @jwvdm.bsky.social

preprint: arxiv.org/abs/2502.17019
code: github.com/maxxxzdn/erwin

Super excited about this project!! Amazing work by @olgatticus.bsky.social and others ❤️

🔊 Super excited to announce the first ever Frontiers of Probabilistic Inference: Learning meets Sampling workshop at #ICLR2025 @iclr-conf.bsky.social!

🔗 website: sites.google.com/view/fpiwork...

🔥 Call for papers: sites.google.com/view/fpiwork...

more details in thread below👇 🧵

The slides of my NeurIPS lecture "From Diffusion Models to Schrödinger Bridges - Generative Modeling meets Optimal Transport" can be found here
drive.google.com/file/d/1eLa3...

This is happening today! Unfortunately I couldn't be there, but go talk to @eijkelboomfloor.bsky.social @gbarto.bsky.social @jwvdm.bsky.social about our work on Variational Flow Matching.

I'll be at Neurips too! 🦚 Hmu if you want to chat about (variational) flow matching or physics inspired generative modeling!

1. Variational Flow Matching for Graph Generation
by @eijkelboomfloor.bsky.social*, @gbarto.bsky.social*, @canaesseth.bsky.social, @wellingmax.bsky.social, and myself

🪪 neurips.cc/virtual/2024...
📜 arxiv.org/abs/2406.04843

I will be at NeurIPS this week. @amlab.bsky.social will be presenting 10 papers in total, and I myself am involved with 3 (see thread).

I am also *hiring* for a postdoc position on data-efficient surrogate models for fluid dynamics. Come talk to me if you are on the market!

🐑 Come and check out Variational Flow Matching for Graph Generation next week at @neuripsconf.bsky.social ! 🐑

Wed 11 Dec 11 a.m. PST — 2 p.m. PST
West Ballroom A-D #7103

arxiv.org/abs/2406.04843

Great introduction to diffusion and flow matching + some recent works from our lab 🐙

Thanks all who helped out and commented in this thread with tips and tricks!

I gave a talked recently on some work we have been doing in the lab that incorporated aspects from several of the responses.

docs.google.com/presentation...

#DiffusionModels #FlowMatching #StochasticInterpolants

Yesterday @ellisamsterdam.bsky.social hosted the yearly NeurIPS-Fest, a pre-party for NeurIPS with a keynote talk, poster session, drinks and bites! 🍺🍻

The keynote was by @canaesseth.bsky.social , who talked about "Diffusion, Flows and other stories", presenting his 5 papers accepted at NeurIPS! 💥

Thanks to the organizers and participants for such an inspiring event and poster session! 🤩

The drinks and snacks were also well appreciated, as @maxxxzdn.bsky.social demonstrates 😉

During the poster session, AMLab members presented their NeurIPS papers. 🇨🇦

If you will also be in Vancouver, make sure to check them out! 🧐