Alison
@a_ppln
Postdoc researcher @FCAI_fi, works on geometry and ML. Mostly on bluesky :)
🦦 So glad our riemannian variational flow matching got recognition 🦦 Congrats @olgazaghen @a_ppln and @erikjbekkers - and the others ❤️ Paper 📄: arxiv.org/abs/2502.12981
🥇 3 Best Paper Awards for AMLab members! 1. Towards Variational Flow Matching on General Geometries by @olgazaghen @FEijkelboom 2. Generative Uncertainty in Diffusion Models by @MetodJazbec 3. SDE Matching by @GrigoryBartosh Congrats to everyone! 🔥
✨ Barbie loves geometry ✨
Excited to be in Singapore next week for #ICLR2025! 🇸🇬 DM if you want to chat about geometric deep learning and/or generative models on manifolds, or just to enjoy some nice specialty coffee ☕️ I don't look like Barbie but my poster does 🪩😎
🎉 Accepted as an Oral at the DeLTa workshop in #ICLR2025 - can't wait to see where this work goes 🐋 Thanks to @olgazaghen , @a_ppln and @erikjbekkers !
Variational Flow Matching goes Riemannian! 🔮 In this preliminary work, we derive a variational objective for probability flows 🌀 on manifolds with closed-form geodesics. My dream team: @FEijkelboom @a_ppln @erikjbekkers 💥 📜 arxiv.org/abs/2502.12981 🧵1/5
Variational Flow Matching goes Riemannian! 🔮 In this preliminary work, we derive a variational objective for probability flows 🌀 on manifolds with closed-form geodesics. My dream team: @FEijkelboom @a_ppln @erikjbekkers 💥 📜 arxiv.org/abs/2502.12981 🧵1/5
🌟 GLOW is coming back in December with amazing speakers: Emily Jin and @JoshSouthern13! 🗓️ Dec 18th @ 17 CET on Zoom, don't miss that! 🌐 Find more here: sites.google.com/view/graph-lea…
I highly recommend working with @jesfrellsen. DTU is full of incredibly smart, kind people, and Copenhagen is one of the best cities to live in. ❤️
We’re hiring a PhD student to work on deep generative models for single-cell RNA sequencing! Fully funded, supervised by @jesfrellsen (DTU Compute) & @KVittingSeerup (DTU Health Tech). 🗓️ Deadline: Nov 9, 2024 👉 Apply here: efzu.fa.em2.oraclecloud.com/hcmUI/Candidat… Please RT! #PhD…
📢📢New #SpecialIssue "Advances in Probabilistic #MachineLearning" edited by Martin Trapp and Pierre Alquier, is Open for Submission @PierreAlquier 👉Submit to the Special Issue: mdpi.com/journal/entrop… 📆Submission deadline: 9 March 2025
@GRaM_org_ Workshop Best Paper Award highlights! 1. Best Paper Awardees Yoav Gelberg (@yoav_gelberg ) in Proceedings track Meng Song (@meng_song ) in extended abstract track #GRaM #ICML2024 @icmlconf
We are now thrilled to have a talk by @ZKadkhodaie presenting "Generalization in diffusion models arises from geometry-adaptive harmonic representations"🌐
It’s happening now 💫
@GRaM_org_ Workshop happening now in Schubert 1-3! I deeply thank all organizers for their support. Organizing GRaM has truly been a community effort. @erikjbekkers @a_ppln @sekoumarkaba @HLawrenceCS @RobinSFWalters @jmtomczak @TAGinDS Stefanie Jegelka @AmlabUva We deeply…