Associate Professor in Machine Learning @AaltoUniversity. Enjoying statistical machine learning. @ELLISforEurope Scholar. @yaf_fi
Helsinki, Finland
Joined January 2014
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Fresh from the press: "Applied Stochastic Differential Equations" with @simosarkka and published by @CambridgeUP.
Physical books: cambridge.org/fi/academic/su…
Online PDF version: users.aalto.fi/~asolin/sde-b…
Codes: github.com/AaltoML/SDE
🔥 #LeAVJEPA: A simple recipe for self-supervised learning from sound and vision 🔥
One shared encoder, trained without class labels. Dropping a modality makes audio & video learn a common representation.
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5/ In the video, audio-to-video attention follows the sound-producing objects, although the model received no localisation supervision. With attentive probes on frozen ViT-L features, we obtain 36.0 mAP on AudioSet-20K and 91.3% accuracy on ESC-50.
6/ Joint work with @bhrobson_, @SanteriMentu, and @wszhao_robot at ELLIS Institute Finland and Aalto University. Check out our paper, project page with interactive examples, and code:
📄 Preprint: arxiv.org/abs/2610.06226
💻 Project page: aaltoml.github.io/LeAVJEPA
Arno Solin retweeted
Submissions will open soon for #AISTATS 2027
More info (soon) at: virtual.aistats.org/Conferen…
Submission opens Sept 15th 2027 at 🌍 🕜
- Beijing: 7:30 PM
- Paris: 1:30 PM
- Montreal/NY: 7:30 AM
- San Francisco: 4:30 AM
- AOE: 11:30PM (Sept. 14th)
Arno Solin retweeted
#AISTATS 2027 Call for Paper is out!
This year's edition is taking place in Montreal on May 3-6th, 2027 🇨🇦
Aymeric Dieuleveut and I are chairing
virtual.aistats.org/Conferen…
New this year: AI review, and more!
Abstract deadline: September 29, 2026
Paper deadline: October 6, 2026
Arno Solin retweeted
I had the privilege of sitting down with @kchonyc for our new AI podcast "And humanity created intelligence". we discussed the backstory behind the attention paper as well as... 🧵
Arno Solin retweeted
I joined Aalto University's podcast "And humanity created intelligence" for an episode on AI safety, including the recent OpenAI / Hugging Face attack.
Many thanks to @ericmalmi and @arnosolin for a great conversation!
youtube.com/watch?v=nx0CeYeL…
🎙️Katarina Slama, ex-OpenAI, discusses AI alignment and risks in our new episode of "And Humanity Created Intelligence" -- and, for the first time, this one is in English. 1/n
We also talk about the early days of OpenAI, RLHF, and the ideas behind ChatGPT, immediate vs. catastrophic AI risks, AI consciousness and model welfare -- and, of course, p(doom). 4/n
Links to the podcast:
🎧 Spotify: open.spotify.com/show/033LOU…
🎧 Apple Podcasts: podcasts.apple.com/us/podcas…
🎧 YouTube: youtube.com/watch?v=nx0CeYeL…
Arno Solin retweeted
SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis
Yejun Zhang, Zihan Wang, Xu Ji, Yihao Wang, Yuxin Hou, Junyuan Fang, Juho-Matti Kilpeläinen, @arnosolin, Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala
tl;dr: repurpose 3DGS reconstruction as a unified interface for pixel-level rendering, feature-level token guidance, visibility-aware view selection
arxiv.org/abs/2608.16863
🎧 AI-podcastin "Ja ihminen loi älyn" 2. jakso on ulkona. Vieraana emeritusproffa Erkki Oja, joka kehitti neuroverkkoja jo ennen kuin ne olivat tekoälyn valtavirtaa. 1/2
Ja ihminen loi älyn -podcastissa mulla ja @ericmalmi tavoitteena on päästää ääneen suomalaisia ja Suomi-taustaisia tekoälyalan kiinnostavia hahmoja. 2/2
🎧Spotify: open.spotify.com/show/033LOU…
🎧Apple Podcasts: podcasts.apple.com/us/podcas…
🎧YouTube: youtube.com/channel/UCbsdbn6…
Today I turn 40. 🎂
Four decades in, I still find myself doing what I enjoy most: learning new things, building ideas, and working with talented people on problems that were still science fiction when I was born.
