Arno Solin

Associate Professor in Machine Learning @AaltoUniversity. Enjoying statistical machine learning. @ELLISforEurope Scholar. @yaf_fi

[Arno Solin @arnosolin]

Fresh from the press: "Applied Stochastic Differential Equations" with @simosarkka and published by @CambridgeUP.
Physical books: https://t.co/0tUTyiwQq9
Online PDF version: https://t.co/FumlgSdsMs
Codes: https://t.co/yL00iNAaDY

[Arno Solin @arnosolin]

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: https://t.co/EsIIWN6mb6
💻 Project page: https://t.co/Zu0rbhORDR

[Arno Solin @arnosolin]

🔥 #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.
🧵

[Arno Solin @arnosolin]

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.

[Arno Solin @arnosolin]

@ifaposto @qberthet https://t.co/y9zPH94fdk

[Quentin Berthet @qberthet]

Submissions will open soon for #AISTATS 2027

More info (soon) at: https://t.co/YUvtGCsoRu

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)

[Quentin Berthet @qberthet]

#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

https://t.co/rPOlAuOrTO

New this year: AI review, and more!

Abstract deadline: September 29, 2026
Paper deadline: October 6, 2026

[Eric Malmi @ericmalmi]

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... 🧵

[Dr Katarina Slama @katarinaslama]

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!

https://t.co/H9QmJLZJYv

[Arno Solin @arnosolin]

Links to the podcast:
🎧 Spotify: https://t.co/2PIsNSL01W
🎧 Apple Podcasts: https://t.co/VGf3kUHpYq
🎧 YouTube: https://t.co/MESFCs17R1

[Arno Solin @arnosolin]

🎙️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

[Arno Solin @arnosolin]

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

[Zhenjun Zhao @zhenjun_zhao]

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

https://t.co/sZGL9pRaZy

[Arno Solin @arnosolin]

Ja ihminen loi älyn -podcastissa mulla ja @ericmalmi tavoitteena on päästää ääneen suomalaisia ja Suomi-taustaisia tekoälyalan kiinnostavia hahmoja. 2/2

🎧Spotify: https://t.co/2PIsNSL01W
🎧Apple Podcasts: https://t.co/X6iQnP0EOB
🎧YouTube: https://t.co/r9Pj9HtNLt

[Arno Solin @arnosolin]

🎧 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

[Arno Solin @arnosolin]

Thanks to family, friends, colleagues, and students who have been part of the journey so far. 🤗

[Arno Solin @arnosolin]

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.