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Mackenzie Weygandt Mathis

@trackingactions.bsky.social
17K followers 737 following 582 posts

Scientist 👩‍🔬 & EPFL Assoc Prof 🇨🇭 | Devloper of DeepLabCut.org , 🦓 cebra.ai | neuroscience & ML 🧠 mackenziemathislab.org

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Reposted by Mackenzie Weygandt Mathis
EPFL Brain Mind Institute @epfl-brainmind.bsky.social · 07/07/2026
Your eyes constantly move to hunt for information, a strategy known as infotaxis. New work from Prof. Mackenzie Mathis's lab @trackingactions.bsky.social shows mice do it too: in a VR task, they actively sought out the most informative views, adjusting as visual info changed doi.org/10.1016/j.cu...
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Reposted by Mackenzie Weygandt Mathis
Mackenzie Weygandt Mathis @trackingactions.bsky.social · 01/06/2026
🔥 Our latest work is state of the art 3D pose estimation, with video analysis from a single camera! 🎥 Just train with 3D data, and then only 1 camera is needed! 🖤 Presented this week at #CVPR2026 by lead author Ti Wang! Please repost🩵🙏🏼 xiu-cs.github.io/FMPose3D/ arxiv.org/abs/2602.05755
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 01/06/2026
🔥 Our latest work is state of the art 3D pose estimation, with video analysis from a single camera! 🎥 Just train with 3D data, and then only 1 camera is needed! 🖤 Presented this week at #CVPR2026 by lead author Ti Wang! Please repost🩵🙏🏼 xiu-cs.github.io/FMPose3D/ arxiv.org/abs/2602.05755
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 29/05/2026
Honored to share that I’ve been promoted to Associate Professor with tenure at @epfl-brainmind.bsky.social @epfl-ai-center.bsky.social (EPFL)! 🎉 Deeply grateful to my current and past incredible lab members, collaborators, and mentors who’ve made this journey possible. 🧠✨🙏🏼
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 13/03/2026
Good morning 🇨🇭🏔️💙 #bluesky
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 26/02/2026
Such a magical campus #EPFL 🇨🇭💕
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 23/02/2026
Accepted to #CVPR2026 🙌🔥
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 15/02/2026
🇨🇭 Switzerland 💕🙏🏼
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 08/02/2026
✨ 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/
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Reposted by Mackenzie Weygandt Mathis
Ardem Patapoutian @ardemp.bskyverified.social · 06/02/2026
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.
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Reposted by Mackenzie Weygandt Mathis
Mackenzie Weygandt Mathis @trackingactions.bsky.social · 31/12/2025
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
rdcu.be
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...
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Reposted by Mackenzie Weygandt Mathis
Catherine Dulac @dulaclab.bsky.social · 05/01/2026
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 🧠🧪
asconacircuits.org
HomeThe Ascona Meetings on Neuronal Circuits
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Reposted by Mackenzie Weygandt Mathis
Ascona Circuits 🧠🧪 @asconacircuits.bsky.social · 05/01/2026
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
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Reposted by Mackenzie Weygandt Mathis
Tim Behrens @behrenstimb.bsky.social · 05/01/2026
Ascona circuits meeting looks as awesome as ever. Submissions open.. www.asconacircuits.org
asconacircuits.org
HomeThe Ascona Meetings on Neuronal Circuits
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 31/12/2025
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
rdcu.be
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...
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Reposted by Mackenzie Weygandt Mathis
Mackenzie Weygandt Mathis @trackingactions.bsky.social · 03/12/2025
Joint modelling of brain and behaviour dynamics with artificial intelligence www.nature.com/articles/s41...
nature.com
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-...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 12/12/2025
Delighted we made the superlab list @andpru.bsky.social 🫶 List: mailchi.mp/c9edb773c735... Paper: www.nature.com/articles/s41...
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Reposted by Mackenzie Weygandt Mathis
Nature Reviews Neuroscience @natrevneuro.nature.com · 04/12/2025
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...
nature.com
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-...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 03/12/2025
Joint modelling of brain and behaviour dynamics with artificial intelligence www.nature.com/articles/s41...
nature.com
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-...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 03/12/2025
Enjoying the Swiss Animal Science meeting! Inspiring to be around people who are passionate about research animal welfare and open science ❤️
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Alexander Mathis @trackingskills.bsky.social · 15/11/2025
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!
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 13/11/2025
Want to help shape the SCENE collaboration?! Join us as an executive director: www.cam.ac.uk/jobs/scene-m...
cam.ac.uk
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
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Reposted by Mackenzie Weygandt Mathis
The Kavli Foundation @kavlifoundation.org · 01/11/2025
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
bit.ly
How AI Is Changing Neuroscience Discovery
AI is altering how scientists study the brain
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 28/10/2025
#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...
epfl.ch
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...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 25/08/2025
My lab has been pushing into explainable, robust, & theoretically-tractable AI models for science 💪 New! Accepted to #ICCV2025 we introduce #DISTIL - led by amazing PhD student @mirzious.bsky.social - we propose a trigger-inversion method for DNNs that reconstructs malicious backdoor triggers 1/4
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The vOICe vision BCI 🧠🇪🇺 @seeingwithsound.bsky.social · 09/10/2025
(YouTube) From LSD to AI with Switzerland's brain explorers www.youtube.com/watch?v=HqnA... via @trackingactions.bsky.social
youtube.com
From LSD to AI with Switzerland's Brain Explorers | Hello World with Ashlee Vance
YouTube video by Bloomberg Originals
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Reposted by Mackenzie Weygandt Mathis
mchurchland.bsky.social @mchurchland.bsky.social · 08/09/2025
Of potential interest to those keen on motor control and/or multi-task networks. Congrats to Elom and Eric. www.biorxiv.org/content/10.1...
biorxiv.org
Motor cortex flexibly deploys a high-dimensional repertoire of subskills
Skilled movement often requires flexibly combining multiple subskills, each requiring dedicated control strategies and underlying computations. How the motor system achieves such versatility remains u...
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Reposted by Mackenzie Weygandt Mathis
Kris Jensen @kristorpjensen.bsky.social · 24/09/2025
I’m super excited to finally put my recent work with @behrenstimb.bsky.social on bioRxiv, where we develop a new mechanistic theory of how PFC structures adaptive behaviour using attractor dynamics in space and time! www.biorxiv.org/content/10.1...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 23/09/2025
Fall US trips booked! I'll be speaking at Scripps, SfN, and ICCV 🚀 Who will be at #ScrippsNeuroSymposium2025, #SfN2025 and/or #ICCV2025? Lots of ☀️🕶️🌴 & 🧠 in Oct/Nov!
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 23/09/2025
Not just an amazing dataset, excellent 3D pose, shape, and eye tracking in the real world! Bravo @trackingskills.bsky.social et al! PS - Exactly this kind of data we predict will be critical for long-term health monitoring @monosovlab.bsky.social et al: www.sciencedirect.com/science/arti...
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Reposted by Mackenzie Weygandt Mathis
The New Yorker @newyorker.com · 22/09/2025
A.I. tools are already shaping patient care—but we should be wary of letting them diagnose us. “Patients and doctors alike could think of A.I. not as a way to solve mysteries but as a way to gather clues,” Dhruv Khullar writes.
newyorker.com
If A.I. Can Diagnose Patients, What Are Doctors For?
Large language models are transforming medicine—but the technology comes with side effects.
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Reposted by Mackenzie Weygandt Mathis
Ardem Patapoutian @ardemp.bskyverified.social · 18/09/2025
New preprint alert! The uterus expands ~500-fold in pregnancy, yet we know little about how pressures are sensed. Led by @yunxiao-dr.bsky.social, we show PIEZOs are required for contractions and birth in mice, with dual roles of PIEZO1 in muscle and PIEZO2 in neurons www.biorxiv.org/content/10.1...
biorxiv.org
PIEZO channels link mechanical forces to uterine contractions in parturition
Mechanical forces are extensively involved in pregnancy and parturition, but their precise roles and mechanisms remain poorly understood. Here, we identify mechanically activated ion channels PIEZO1 a...
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Reposted by Mackenzie Weygandt Mathis
Felix W. Moll @mollfw.bsky.social · 11/09/2025
DeepLabCut pose estimation (@trackingactions.bsky.social) revealed high intitial motor variability, which is essenatial for motor learning (Dhawale et al., 2017, Annu. Rev. Neurosci.).
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Reposted by Mackenzie Weygandt Mathis
Kevin J. Kircher @kevinjkircher.com · 04/09/2025
New paper in Nature finds that global geologic CO2 storage potential is ~90% lower than previously believed. Many candidate sites could leak CO2 back into the air or into groundwater, undermining climate mitigation efficacy or putting nearby human health at risk. www.nature.com/articles/s41...
nature.com
A prudent planetary limit for geologic carbon storage - Nature
A risk-based, spatially explicit analysis of carbon storage in sedimentary basins establishes a prudent planetary limit of around 1,460 Gt of geological carbon storage, which requires making explicit ...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 04/09/2025
I might be biased, but I think this is one of the most exciting developments in generalized musculoskeletal control in years ⬇️. Congrats to the team (I’m not involved!) 💪🔥
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Reposted by Mackenzie Weygandt Mathis
Alexander Mathis @trackingskills.bsky.social · 04/09/2025
Something exciting just left the gym -- meet Arnold the first generalist musculoskeletal control policy! The human body has 600+ muscles, yet we seamlessly coordinate them for everything from whispering a syllable to felling a forrest. How? www.arxiv.org/abs/2508.18066
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Venki Murthy @neurovenki.bsky.social · 01/09/2025
Thrilled to share this work, long time in the making! Carried through creatively by @siddjakes.bsky.social after initial design & piloting by @trackingskills.bsky.social, with help from @trackingactions.bsky.social. Modeling in collaboration with Massimo Vergassola & Nicola Rigolli.
biorxiv.org
Mice navigate scent trails using predictive policies
Animals actively sense their environment to extract features of interest to guide behaviors. For mammals, odors are prominent environmental features which are sampled by active modulation of sniffing ...
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Reposted by Mackenzie Weygandt Mathis
EPFL School of Computer and Communication Sciences @icepfl.bsky.social · 02/09/2025
EPFL, ETH Zurich & CSCS just released Apertus, Switzerland’s first fully open-source large language model. Trained on 15T tokens in 1,000+ languages, it’s built for transparency, responsibility & the public good. Read more: actu.epfl.ch/news/apertus...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 02/09/2025
This was a wonderful project to work on! It also, in part, sparked a lot! Beyond just our handles: @trackingskills.bsky.social aka trackingplumes (Bluesky and X), when I wanted to track mouse hands & Alex noses, we teamed up in 2017 to make @deeplabcut.bsky.social 💜 Delighted to see this out! 🙏🏼
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Reposted by Mackenzie Weygandt Mathis
Ben Dichter @bendichter.com · 25/08/2025
Yes, AmadeusGPT is a great example of the kinds of structure that can make these LLMs truly useful for science
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 25/08/2025
Selfishly, I’ll plug our tool LLM agent in system #AmadeusGPT - which lets you vibe code your behavioral analysis ;) and even gives you interpretable and verifiable outputs! www.mackenziemathislab.org/amadeusgpt
mackenziemathislab.org
AmadeusGPT — The Mathis Lab of Adaptive Intelligence
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 25/08/2025
My lab has been pushing into explainable, robust, & theoretically-tractable AI models for science 💪 New! Accepted to #ICCV2025 we introduce #DISTIL - led by amazing PhD student @mirzious.bsky.social - we propose a trigger-inversion method for DNNs that reconstructs malicious backdoor triggers 1/4
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Paolo De Los Rios @paolodelosrios.bsky.social · 21/08/2025
A no-miss opportunity to join EPFL. We are a vibrant (had to use it 😉) community working in all branches of basic sciences and engineering, and interdisciplinary studies are strongly encouraged. If you want more information, contact the committee heads, or feel free to DM me. tinyurl.com/bd27ky7p
tinyurl.com
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...
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 19/08/2025
So great to meet up with the talented @julianneumann.bsky.social today! His work on merging neuro, AI, and clinical applications is very exciting. He was the first to use and extend #CEBRA for human experiments 🚀🧠 #neuroskynce
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Reposted by Mackenzie Weygandt Mathis
Peter Sudmant @psudmant.bsky.social · 13/08/2025
The Sudmant lab at UC Berkeley is seeking a postdoc to work on a fully funded NIH project to understand differences in DNA repair and somatic mutation across the primate tree of life. Please spread widely to those who may be interested aprecruit.berkeley.edu/JPF05052
aprecruit.berkeley.edu
Postdoctoral Scholar – Genomics, Aging, Somatic Mutation, Structural Variation, Evolution , Cancer – Integrative Biology
University of California, Berkeley is hiring. Apply now!
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Carl T. Bergstrom @carlbergstrom.com · 12/08/2025
1. "'Trusting the experts is not a feature of either a science or democracy," Kennedy said." It's literally a vital feature of both science and of representative democracy. I've written a fair bit about trust in expertise as a vital mechanism in the collective epistemology of science.
scrippsnews.com
RFK Jr. in interview with Scripps News: ‘Trusting the experts is not science’
HHS Secretary RFK Jr. sat down with Scripps News for a wide-ranging interview, discussing mRNA vaccine funding policy changes and a recent shooting at the Centers for Disease Control and Prevention.
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 07/08/2025
j'adore Genève
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 01/08/2025
Happy Swiss National Day! 🇨🇭🏔️🚞 📯🥳❤️
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Mackenzie Weygandt Mathis @trackingactions.bsky.social · 31/07/2025
Maybe one of the most beautiful forests I’ve been … 🇨🇭Engadine Alps
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