Steffen Schneider
@stes_io
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Dynamical Inference @HelmholtzMunich. 🦓@CebraAI. Co-Founder @KImachtSchule & @KinematikAI. ➡️ Hiring PhD students & SWEs!
Munich, Germany 🥨
Joined October 2017
Beyond excited that @cebraAI is out in @Nature today: A new algorithm leveraging self-supervised and supervised contrastive learning for scientific discovery & hypothesis testing!. 📑🦓 . Read more below🔽🔽🔽.
cebra.ai
Mapping behavioural actions to neural activity is a fundamental goal of neuroscience. As our ability to record large neural and behavioural data increases, there is growing interest in modeling...
🦓 Self-supervised multimodal ML is promising the next AI breakthrough - in our new work published in @Nature, we debut @CEBRAai: for self-supervised hypothesis- and discovery-driven science. 📝 💻🦓 🧵⬇️
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RT @cebraAI: 🚀 We released a new version! . v0.3.1 includes a new @plotlygraphs integration, which is very useful for embedding exploration….
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RT @maurice_weiler: We proudly present our 524 page book on equivariant convolutional networks. Coauthored by Patrick Forré, @erikverlinde….
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Check out the v0.3.0 release of CEBRA! 🦓🎉 . release notes: pypi:
pypi.org
Consistent Embeddings of high-dimensional Recordings using Auxiliary variables
🎉🔥 CEBRA has hit 10K downloads in < 6 months, and we have a new pypi release 0.3.0 to celebrate! 🎉. Full notes: . thanks to @stes_io @NasFilippova @rgonzalezlaiz @celia_bqt @TrackingActions & the new external contributors too 🙏🏼🔥🦓
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RT @wielandbr: 📢Our work on compositional generalization has been accepted to NeurIPS 2023! Compositional generalization is still very hard….
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RT @cebraAI: Exciting! There is a new demo notebook for how to use #CEBRA on @AllenInstitute OpenScope project data! 🎉 contributed by @Leco….
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Steffen @stes_io from @TrackingActions group walks #NeuroDataReHack2023 participants through the #CEBRA method for learning latent embeddings for joint behavioral and neural analysis and how to apply it to NWB data from macaque M1 during reaching
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RT @TrackingActions: 🔔Updated on arXiv: it’s a pretty big overhaul of presentation and new SOTA results, plus even better model performance….
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RT @TrackingActions: 🧠🐭🔭 Neuroscience is in a new era: we’ve never been able to collect as much neural & behavior data as we can now,🔋 by n….
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RT @TrackingActions: 🔮Ever wished you could just say what behavioral analysis you wanted? . "Plot the animal's trajectory" "Count the hea….
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RT @ELLISforEurope: We are excited to announce that Europe's first ELLIS Institute is launched in Tübingen, Germany! It offers outstanding….
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RT @TrackingActions: 🚨Crowded scenes are notoriously difficult for #ComputerVision models. In our new work lead by @zhoumu53 & @LStoffl we….
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It was great to speak about @cebraAI at the @helmholtz_ai conference in Hamburg!.
Our Session 3a brought together excellent speakers on the topic "Probably explainable". It was a privilege to hear @stes_io, Martin Dyrba, Stefano Bianco, Benjamin Schäfer, Mario Teixeira, and @vincefort! .#HelmholtzAICon #ML #AI @desynews
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RT @wielandbr: In our latest work (oral @ #ICML2023 🎉), we study when learning object-centric representations is theoretically possible and….
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Check out our latest release of 🦓cebra on PyPI!. Easy-to-use contrastive learning for analysing datasets in neuroscience & beyond! 🦾🧠📊. 🔽 Here's how to get started 🔽.
#cebra is out on pypi & available for research use! Check out the amazing docs, demos, & plz ⭐️ the repo!🎉. 🦓pip install cebra. ⭐️code: 📚docs/demos: 📝👥@stes_io @jinnnnnlee @BenquetCelia @TrackingActions
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RT @TrackingActions: 🦓 Self-supervised multimodal ML is promising the next AI breakthrough - in our new work published in @Nature, we debut….
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RT @DavidCRowland: New paper from @TrackingActions! I liked this one because neuroscience has seen huge advances in recording technologies….
nature.com
Nature - A new encoding method, CEBRA, jointly uses behavioural and neural data in a (supervised) hypothesis- or (self-supervised) discovery-driven manner to produce both consistent and...
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RT @hippopedoid: Really excited to present new work by @ritagonmar: we visualized the entire PubMed library, 21 million biomedical and life….
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