Louis Grenioux

@theh2o64

Research Fellow @ Flatiron Institute - Enhancing sampling with deep generative models

New York, USA

h2o64.github.io

Joined November 2012

290 Following

275 Followers

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Louis Grenioux
@theh2o64
Nov 3, 2025
Thrilled to share that I successfully defended my PhD last Friday at École Polytechnique! It’s been an incredible journey with my advisor @marylougab and all the amazing researchers I met along the way. Next chapter: Research Fellow at @FlatironInst in New York, starting Jan 2026
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Louis Grenioux
@theh2o64
Aug 11
I will be presenting my most recent work "Bridging stochastic flow maps and Boltzmann generators with normalizing flows" (done in collab with @TonyRKOuYang and @hlws_bot) this morning 🙂
Yuanqi Du
@YuanqiD
Aug 7
Excited to host the generative modeling and sampling workshop next week, with @cdomingoenrich in the beautiful summer of Boston @MSRNE! (and no regular seminar as last week)
Louis Grenioux
@theh2o64
Jun 12
Fantastic work done in collaboration with @TonyRKOuYang during my visit at @CambridgeMLG. We reformulate learning energy-based diffusion models as solving a classification problem. EBMs are fundamental tools for model composition but also molecular applications.
Tony RuiKang OuYang
@TonyRKOuYang
Jun 12
Can we improve energy-based diffusion models by solving a classification task? 🤔 🚀 Excited to share DiffCLF, accepted at ICML 2026 🇰🇷! ! We predict a sample’s noise level, and recover densities as a by-product. Joint work with @theh2o64 (co-lead) and @jmhernandez233. [🧵1/n]
GIF
Louis Grenioux
@theh2o64
Aug 19, 2025
📢 Deadline extended! Submit your work to the Frontiers in Probabilistic Inference workshop by Aug 29 🗓️ (fpineurips.framer.website). #NeurIPS2025 #MachineLearning #ProbabilisticInference
Kirill Neklyudov
@k_neklyudov
Jul 11, 2025
1/ Where do Probabilistic Models, Sampling, Deep Learning, and Natural Sciences meet? 🤔 The workshop we’re organizing at #NeurIPS2025! 📢 FPI@NeurIPS 2025: Frontiers in Probabilistic Inference – Learning meets Sampling Learn more and submit → fpiworkshop.org
Louis Grenioux
@theh2o64
Jul 28, 2025
Excited to be at SampTA 2025 in Vienna this week! 🇦🇹 If you're around and interested in generative modeling or sampling, let's connect. More about the event: sampta25.univie.ac.at

Louis Grenioux

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