Auguste Schulz
auschulz.bsky.social
Auguste Schulz
@auschulz.bsky.social
CEO of KI macht Schule gGmbH
Previously @mackelab.bsky.social - machine learning in (neuro)science.
Pinned
1) With our @neuripsconf.bsky.social poster happening tomorrow, it's about time to introduce our Spotlight paper 🔦, co-lead with @jkapoor.bsky.social:

Latent Diffusion for Neural Spiking data (LDNS), a latent variable model (LVM) which addresses 3 goals simultaneously:
Reposted by Auguste Schulz
Having fun facilitating this amazing group of young Profs at the #Neuro4Pros workshop with @kordinglab.bsky.social and @meganakpeters.bsky.social, @yaelniv.bsky.social, and Hannah Bayer.

Watch out world: this is the next generation of leaders!

compneurosci.com/Neuro4Pros/i...
August 26, 2025 at 9:27 PM
Reposted by Auguste Schulz
New preprint: SBI with foundation models!
Tired of training or tuning your inference network, or waiting for your simulations to finish? Our method NPE-PF can help: It provides training-free simulation-based inference, achieving competitive performance with orders of magnitude fewer simulations! ⚡️
July 23, 2025 at 2:28 PM
Reposted by Auguste Schulz
25.6., 19 Uhr: #Wissen für alle!? Im #DigitalerSalon diskutieren Sascha Friesike (@weizenbauminstitut.bsky.social‬), @auschulz.bsky.social und Lennart Glaser, wie #Wissenstransfer in einer immer komplexer werdenden Welt gelingen kann.

👉 Live am HIIG & im Stream: www.hiig.de/events/digit...
June 17, 2025 at 1:20 PM
Reposted by Auguste Schulz
Exciting project in Parkinson's disease! Patrik Verstreken's lab (verstrekenlab.sites.vib.be) and my lab are looking for a postdoc to develop and apply ML methods to the analysis of exciting brain-on-chip data. Please spread the word!

More details at: jobs.vib.be/j/110908/pos...
Postdoc position: Computational methods for neurodegeneration research - VIB
About the labs The Verstreken Lab and the Gonçalves Lab are based in Leuven, Belgium and part of the
jobs.vib.be
April 24, 2025 at 7:43 PM
Reposted by Auguste Schulz
Crowdsourcing this: what are the best examples of scaling laws in foundation models for neuroscience? My top 3 examples: Ctrl+Labs, Sato et al., Mineault et al. @colehurwitz.bsky.social , @mehdiazabou.bsky.social , @nandahkrishna.bsky.social , @averyryoo.bsky.social, @tyrellturing.bsky.social ?
April 17, 2025 at 8:47 PM
Thanks so much for the shout-out, and congrats on your exciting work!! 🎉 🙂

Also, a good reminder to share that our work is now out in Cell Reports 🙏🎊

⬇️

www.cell.com/cell-reports...
April 17, 2025 at 8:50 PM
Reposted by Auguste Schulz
Another step toward a foundation model of the mouse brain: "Neural Encoding and Decoding at Scale (NEDS)"

Trained on neural and behavioral data from 70+ mice, NEDS achieves state-of-the-art prediction of behavior (decoding) and neural responses (encoding) on held-out animals. 🐀
April 15, 2025 at 5:12 PM
Reposted by Auguste Schulz
It seems as good a time as any to share that I've accepted a new job as Lecturer of Cognitive Neuroscience (equivalent to assistant prof) at the University of Manchester in the UK!

I dusted off the blog to say a bit more about why I'm excited for this move:
tomdonoghue.github.io/ms/2025/04/1...
New Leaf on an Old Page (I got a job!)
tomdonoghue.github.io
April 15, 2025 at 10:15 PM
Reposted by Auguste Schulz
Very late, but had a 🔥 time at my first Cosyne presenting my work with @nandahkrishna.bsky.social, Ximeng Mao, @mattperich.bsky.social, and @glajoie.bsky.social on real-time neural decoding with hybrid SSMs. Keep an eye out for a preprint (hopefully) soon 👀

#Cosyne2025 @cosynemeeting.bsky.social
April 4, 2025 at 5:21 AM
Reposted by Auguste Schulz
I'll be giving a talk at this👇workshop tomorrow #Cosyne2025 @cosynemeeting.bsky.social

In response to the @thetransmitter.bsky.social article by @tyrellturing.bsky.social & Eva Dyer (tinyurl.com/veb7p88f) I'll be talking about:

How do "foundation"/AI models help us (experimenters) study the brain?
March 30, 2025 at 7:12 PM
Reposted by Auguste Schulz
Two more days until our workshop 🥳@cosynemeeting.bsky.social #Cosyne2025

Object-centric neural representations across species 🐒🐁🕷️🐝🖥️

Check out our homepage: toliaslab.org/workshop/cos...

Excellent speakers include @dyamins.bsky.social @hansopdebeeck.bsky.social & many more 🙌
Cosyne 2025 Object Centric Workshop
Website for the object centric workshop at 2025 COSYNE
toliaslab.org
March 30, 2025 at 7:29 PM
Looking forward to presenting our work on Latent Diffusion for Neural Spiking data tonight—Poster 1-108

& experience discussions on scaling in neuroscience firsthand at the foundation model workshop, where I'll talk both about our work on masked VAEs & latent diffusion for neural & behavioral data
We're also at the workshops!

Tuesday at 11:20, @auschulz.bsky.social will give a talk about deep generative models - VAEs and DDPMs - for linking neural activity and behavior, at the workshop on

"Building a foundation model for the brain" (Soutana 1).
March 27, 2025 at 6:45 PM
Reposted by Auguste Schulz
The @mackelab.bsky.social is represented at @cosynemeeting.bsky.social #cosyne2025 in Montreal

with 3 posters, 2 workshop talks, and a main conference contributed talk (for the very first time in Mackelab history 🎉)!
March 27, 2025 at 2:03 PM
Reposted by Auguste Schulz
🚨 New paper alert! 🚨
We’ve just launched openretina, an open-source framework for collaborative retina modeling across datasets and species.
A 🧵👇 (1/9)
March 14, 2025 at 9:41 AM
Reposted by Auguste Schulz
sbi 0.24.0 is out! 🎉 This comes with important new features:
- 🎯 Score-based i.i.d sampling
- 🔀 Simultaneous estimation of multiple discrete and continuous parameters or data.
- 📊: mini-sbibm for quick benchmarking.

Just in time for our 1-week SBI hackathon starting tomorrow---stay tuned for more!
March 16, 2025 at 12:49 PM
Reposted by Auguste Schulz
New work co-led by @ppjgoncalves.bsky.social introduces a powerful new approach to model conditional distributions of neural and behavioral data using masked variational autoencoders.
Congratulations to @auschulz.bsky.social‬ et al.
https://www.cell.com/cell-reports/fulltext/S2211-1247(25)00109-3
March 14, 2025 at 12:07 PM
Reposted by Auguste Schulz
A friend included this anti-acknowledgement section on her PhD thesis. She also added the proposition: “Systematic bullying and undermining of girls and women in STEM starts early on and is the reason why they do not stay in science and related fields.”
Absurd we still need to go through this
🧪👩‍🔬
March 6, 2025 at 4:40 PM
Reposted by Auguste Schulz
For our "Automated Assessment of Teaching Quality" project, we are looking for two PhD students: one in educational/cognitive sciences or a related domain (uni-tuebingen.de/fakultaeten/...) and one in machine learning (uni-tuebingen.de/en/faculties...). Please apply and reach me out for details!
PhD Position (m/f/d) in AI-Supported Analysis and Enhancement of Teaching Quality
uni-tuebingen.de
March 6, 2025 at 3:31 PM
Reposted by Auguste Schulz
⚡️ Excited to introduce ZAPBench, our #ICLR2025 spotlight: The Zebrafish Activity Prediction Benchmark measures progress in predicting neural activity within an entire vertebrate brain (70k+ neurons!)

Explore interactive visualizations, datasets, code + paper: google-research.github.io/zapbench

🧠🧪
ZAPBench
ZAPBench evaluates how well different models can predict the activity of over 70,000 neurons in a novel larval zebrafish dataset.
google-research.github.io
March 4, 2025 at 3:22 PM
Reposted by Auguste Schulz
Re-posting is appreciated: We have a fully funded PhD position in CMC lab @cmc-lab.bsky.social (at @tudresden_de). You can use forms.gle/qiAv5NZ871kv... to send your application and find more information. Deadline is April 30. Find more about CMC lab: cmclab.org and email me if you have questions.
forms.gle
February 20, 2025 at 2:50 PM
Reposted by Auguste Schulz
🚀 We’re hiring! Join Bernhard Schölkopf & me at @ellisinsttue.bsky.social to push the frontier of #AI in education!

We’re building cutting-edge, open-source AI tutoring models for high-quality, adaptive learning for all pupils with support from the Hector Foundation.

👉 forms.gle/sxvXbJhZSccr...
February 11, 2025 at 4:34 PM
Reposted by Auguste Schulz
After just sharing the first scientific thread... I'm wondering what it is called here. What is the equivalent of a Tweetprint?

I'm a bit late in the game here, anything picking steam?

Skeetprint?
If there isn't any... I kind of like "science flutter"
February 5, 2025 at 7:10 AM
1) Some exciting science in turbulent times:

How do mice distinguish self-generated vs. object-generated looming stimuli? Our new study combines VR and neural recordings from superior colliculus (SC) 🧠🐭 to explore this question.

Check out our preprint doi.org/10.1101/2024... 🧵
February 3, 2025 at 7:19 PM
Amazing!! So well deserved 🎈🚀🍀💛
January 9, 2025 at 4:02 PM
Reposted by Auguste Schulz
With “Tübingen Women in Machine Learning”, Claire Vernade and her team have created a local community. Their aim is to empower women and make them more visible. Read more on our blog: www.machinelearningforscience.de/en/a-network... @twiml.bsky.social #TWiML #WiML
A network for women to support each other
There are still far fewer women than men working in the field of machine learning. With "TWiML", Claire Vernade has fostered a community for women in Tübingen.
www.machinelearningforscience.de
December 18, 2024 at 3:44 PM