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Posts by Mackenzie Weygandt Mathis

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Good morning 🇨🇭🏔️💙 #bluesky

1 month ago 30 1 1 0
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Such a magical campus #EPFL 🇨🇭💕

1 month ago 50 0 1 1

LlaVAction is trained on epic-K and the epfl-kitchen data :)

1 month ago 2 0 0 0

Accepted to #CVPR2026 🙌🔥

1 month ago 22 2 1 0
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🇨🇭 Switzerland 💕🙏🏼

2 months ago 74 2 3 0
LLaVAction: Video Action Recognition LLaVAction: evaluating and training multi-modal large language models for action recognition

Code allows for you to train your own models too, but for us our egocentric work is more focused on video understanding now! Checkout llavaction.epfl.ch

2 months ago 2 0 0 1
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✨ New 3D pose estimation method from my lab! #FMPose3D allows for monocular (i.e. single camera) 2D➡️3D 🔥

Led by Ti Wang & w/ Xiaohang Yu #FMPose3D is SOTA on human & animal 3D benchmarks, & will be integrated into @deeplabcut.bsky.social ⬇️

📝 arxiv.org/abs/2602.05755
➡️ xiu-cs.github.io/FMPose3D/

2 months ago 85 18 1 1

Excited to co-host this conference with @marissascavuzzo.bsky.social and Steve Liberles focused on the peripheral nervous system -- No Brainer! Check out the amazing list of speakers and apply for one of the spots for this small, interactive meeting on the beautiful Janelia Campus at HHMI.

2 months ago 23 11 1 1

Thank you 🙏🏼💙

2 months ago 0 0 0 0
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Leveraging insights from neuroscience to build adaptive artificial intelligence Nature Neuroscience - Adaptive intelligence envisions AI that, like animals, learns online, generalizes and adapts quickly. This Perspective reviews biological foundations, progress in AI and...

Interested in the latest advances in neuroscience (neural dynamics and internal models) and how they can be leveraged to build smarter, adaptive AI?

➡️ My first real solo piece 🖤🫶 @natneuro.nature.com

rdcu.be/eWVmA

3 months ago 124 35 5 1
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Ascona meetings on neural circuits are amazing conferences in a beautiful setting in Switzerland spanning all scales from genetics and micro-circuit cracking to high level cognition. Check asconacircuits.org for the 2026 program and register soon, as it typically reaches capacity very quickly 🧠🧪

3 months ago 21 5 0 0

Registration for the Ascona 2026 Meeting is now open. Go to asconacircuits.org to submit your abstract and register for the meeting! We are looking forward to seeing you in Switzerland this September! Ascona Meeting Organizers

3 months ago 7 5 0 2
HomeThe Ascona Meetings on Neuronal Circuits

Ascona circuits meeting looks as awesome as ever. Submissions open.. www.asconacircuits.org

3 months ago 7 3 0 0

Yes, I’m already a member and on the steering committee 🤗

3 months ago 1 0 0 0

Definitely 🧡🔥

3 months ago 0 0 0 0
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Adaptive Intelligence: leveraging insights from adaptive behavior in animals to build flexible AI systems Biological intelligence is inherently adaptive -- animals continually adjust their actions based on environmental feedback. However, creating adaptive artificial intelligence (AI) remains a major chal...

Very nice! Unfortunately this took a while for reviews and such, so it was on arxiv Nov 2024 ( arxiv.org/abs/2411.15234 ) and it’s possible I missed some recent related works 🙏🏼

3 months ago 1 0 1 0
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Leveraging insights from neuroscience to build adaptive artificial intelligence Nature Neuroscience - Adaptive intelligence envisions AI that, like animals, learns online, generalizes and adapts quickly. This Perspective reviews biological foundations, progress in AI and...

Interested in the latest advances in neuroscience (neural dynamics and internal models) and how they can be leveraged to build smarter, adaptive AI?

➡️ My first real solo piece 🖤🫶 @natneuro.nature.com

rdcu.be/eWVmA

3 months ago 124 35 5 1
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Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...

Joint modelling of brain and behaviour dynamics with artificial intelligence

www.nature.com/articles/s41...

4 months ago 118 29 2 2

You’re too kind @karihoffman.bsky.social 🙏🏼

4 months ago 0 0 0 0

You’re so kind @nicolecrust.bsky.social 🫶

4 months ago 1 0 0 0
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Delighted we made the superlab list @andpru.bsky.social 🫶

List: mailchi.mp/c9edb773c735...

Paper: www.nature.com/articles/s41...

4 months ago 36 4 1 0

This is just our second M&M review!

The first one in 2020 was on AI for behavior - and now we discuss advances for jointly modeling behavioral and neural data!! Here is the first www.sciencedirect.com/science/arti...

4 months ago 18 3 0 0

Yes, I think internal models for motor control are a given :) if it’s a full generative model of the body and world is still, to me, a great question :) / framing

4 months ago 2 1 0 0
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Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...

Joint modelling of brain and behaviour dynamics with artificial intelligence — a Review by Mackenzie Weygandt Mathis & Alexander Mathis

@trackingactions.bsky.social @trackingskills.bsky.social

#neuroscience #neuroskyence

www.nature.com/articles/s41...

4 months ago 26 9 0 0
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Joint modelling of brain and behaviour dynamics with artificial intelligence - Nature Reviews Neuroscience Artificial intelligence is rapidly advancing our mechanistic understanding of the shared structure between the brain and higher-order behaviours. In this Review, Mathis and Mathis synthesize state-of-...

Joint modelling of brain and behaviour dynamics with artificial intelligence

www.nature.com/articles/s41...

4 months ago 118 29 2 2
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Enjoying the Swiss Animal Science meeting! Inspiring to be around people who are passionate about research animal welfare and open science ❤️

4 months ago 13 0 0 0

If you’re at SfN, see the poster on DeepLabCut 3 where n Monday 8-12
Swing by to talk to @trackingactions.bsky.social and me this and about the DLC ecosystem!

5 months ago 24 4 1 0
SCENE Manager The Simons Collaboration on Ecological Neuroscience (SCENE): SCENE is an international consortium of 20 leading researchers in the fields of Computational, Systems and Cognitive Neuroscience, and

Want to help shape the SCENE collaboration?! Join us as an executive director: www.cam.ac.uk/jobs/scene-m...

5 months ago 9 9 0 0
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How AI Is Changing Neuroscience Discovery AI is altering how scientists study the brain

AI tools like DeepLabCut and SuperAnimal are changing how scientists study movement, helping them understand how brain activity drives behavior.

Read more: bit.ly/4qnX7JF

@trackingactions.bsky.social @deeplabcut.bsky.social

5 months ago 24 9 0 1
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Assistant/associate Professor of AI-assisted Biophysics at the Ecole polytechnique fédérale de Lausanne (EPFL) and Group Leader at the Paul Scherrer Institute (PSI) The School of Basic Sciences (Physics, Chemistry and Mathematics) at EPFL and the Paul Scherrer Institute (PSI) jointly seek to appoint a Tenure Track Assistant or tenured Associate Professor in AI-As...

#EPFL has an open faculty position - tenure track or tenured!! - in AI driven biophysics. Deadline is Nov 15th. Please spread the word!

www.epfl.ch/about/workin...

5 months ago 28 16 1 0