Mackenzie Weygandt Mathis

@trackingactions.bsky.social

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

@trackingactions.bsky.social Pinned

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.beLeveraging insights from neuroscience to build adaptive artificial intelligenceNature Neuroscience - Adaptive intelligence envisions AI that, like animals, learns online, generalizes and adapts quickly. This Perspective reviews biological foundations, progress in AI and...
@trackingactions.bsky.social

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. 🧠✨🙏🏼

@trackingactions.bsky.social

Accepted to #CVPR2026 🙌🔥

Mackenzie Weygandt Mathis@trackingactions.bsky.social

✨ 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/

@trackingactions.bsky.social

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 🙏🏼

arxiv.orgAdaptive Intelligence: leveraging insights from adaptive behavior in animals to build flexible AI systemsBiological intelligence is inherently adaptive -- animals continually adjust their actions based on environmental feedback. However, creating adaptive artificial intelligence (AI) remains a major chal...
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