Variational Flow Matching goes Riemannian! ๐ฎ
In this preliminary work, we derive a variational objective for probability flows ๐ on manifolds with closed-form geodesics, and discuss some interesting results.
Dream team: Floor, Alison & Erik (their @ below) ๐ฅ
๐ arxiv.org/abs/2502.12981
๐งต1/5
19.02.2025 15:13 โ ๐ 34 ๐ 12 ๐ฌ 1 ๐ 2
Ever wondered why presenting more facts can sometimes *worsen* disagreements, even among rational people? ๐ค
It turns out, Bayesian reasoning has some surprising answers - no cognitive biases needed! Let's explore this fascinating paradox quickly โบ๏ธ
07.01.2025 22:25 โ ๐ 234 ๐ 78 ๐ฌ 8 ๐ 2
If you are attending #NeurIPS2024๐จ๐ฆ, make sure to check out AMLab's 11 accepted papers ...and to have a chat with our members there! ๐ฉโ๐ฌ๐ปโ
Submissions include generative modelling, AI4Science, geometric deep learning, reinforcement learning and early exiting. See the thread for the full list!
๐งต1 / 12
09.12.2024 13:24 โ ๐ 25 ๐ 7 ๐ฌ 1 ๐ 0
Now still RV'ing w/ @davidmknigge.bsky.social around Vancouver Island, but looking forward to Neurips2024!
We will present our work on solving PDEs with space-time continuous representations using Equivariant Neural Fields (ENF) ๐โโ๏ธ๐
Would love to meet and chat if interested!!
06.12.2024 04:53 โ ๐ 12 ๐ 0 ๐ฌ 0 ๐ 2
Yesterday @ellisamsterdam.bsky.social hosted the yearly NeurIPS-Fest, a pre-party for NeurIPS with a keynote talk, poster session, drinks and bites! ๐บ๐ป
The keynote was by @canaesseth.bsky.social , who talked about "Diffusion, Flows and other stories", presenting his 5 papers accepted at NeurIPS! ๐ฅ
29.11.2024 13:38 โ ๐ 27 ๐ 7 ๐ฌ 1 ๐ 0
๐จ Happening today! ๐จ
โฐ 4 PM CET / 10 AM EST
๐ฉโ๐ป Zoom link is in the link below
๐ข You can attend in person in L3.36, Science Park, University of Amsterdam
Join us for this exciting talk! :)
21.11.2024 09:07 โ ๐ 14 ๐ 4 ๐ฌ 0 ๐ 0
DPhil @ A2I, Oxford Robotics Institute
Theoretical physicist with a PhD in neuroscience. Postdoc in protein-protein interactions. Into art, science, and innovation.
Currently: Copenhagen ๐ฉ๐ฐ
Previously: Oslo ๐ณ๐ด, London ๐ฌ๐ง, Brussels ๐ง๐ช
MLxBio @vant_ai. Previously, research @Twitter and FabulaAI (acquired by Twitter). PhD in Graph ML at @imperialcollege and @Cambridge_Uni alumnus
PhD candidate at UvA specializing in Bayesian optimization and enhanced sampling methods for molecular design and simulation. Part of the Computational Soft Matter group, Computational Chemistry and Computational Science Lab
Music, audio, and deep learning research at Stability AI ~ Building bridges between audio signal processing wisdom and deep learning.
artintech.substack.com
www.jordipons.me
Professor, University of Tรผbingen @unituebingen.bsky.social.
Head of Department of Computer Science ๐.
Faculty, Tรผbingen AI Center ๐ฉ๐ช @tuebingen-ai.bsky.social.
ELLIS Fellow, Founding Board Member ๐ช๐บ @ellis.eu.
CV ๐ท, ML ๐ง , Self-Driving ๐, NLP ๐บ
PhD candidate in Machine Learning for Automated Reasoning @University of Amsterdam || Mathematical Logic || AI for ICUs in low-resource settings @GOAL3 || Yoga & Piano enthusiast
ML Research scientist. Interested in geometry, information theory and statistics ๐งฌ๐๏ธ
Opinions are my own. :)
Searching for principles of neural representation | Neuro + AI @ enigmaproject.ai | Stanford | sophiasanborn.com
PhD candidate @amlab.bsky.social @ellis.eu
Probabilistic Machine Learning | Sequence Models
Building AI climate models at Google. I also contribute to the scientific Python ecosystem, including Xarray, NumPy and JAX.
Opinions are my own, not my employer's.
Research Scientist at Google DeepMind; AI for Science and Sustainability
Prev: PhD @csail.mit.edu
Senior Staff Research Scientist, Google DeepMind
Affiliated Lecturer, University of Cambridge
Associate, Clare Hall
GDL Scholar, ELLIS @ellis.eu
๐ท๐ธ๐ฒ๐ช๐ง๐ฆ
PhD candidate at UvA ๐ณ๐ฑ - Video Understanding, Vision and Language, and Film
Associate Professor & Co-Founder - Dynamical Deep Learning
I believe that life is a journey of growth and discovery, whether it be through learning, making friends, or traveling to find more possibilities. I look forward to sharing this journey with more like-minded people!
Post Doc researcher at the University of Pisa. Previously PhD student @ellis.eu.
