Publications de Mackenzie Mathis

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Mackenzie Mathis

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Motor control: Neural correlates of optimal feedback control theory

Pretraining boosts out-of-domain robustness for pose estimation

AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild

Task-driven hierarchical deep neural network models of the proprioceptive pathway

A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives

Real-time, low-latency closed-loop feedback using markerless posture tracking

Deep learning tools for the measurement of animal behavior in neuroscience

Dynamic extrinsic pacing of the HOX clock in human axial progenitors controls motor neuron subtype specification

Real-time, low-latency closed-loop feedback using markerless posture tracking

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

Real-time, low-latency closed-loop feedback using markerless posture tracking

Dynamic extrinsic pacing of the HOX clock in human axial progenitors controls motor neuron subtype specification

Task-driven hierarchical deep neural network models of the proprioceptive pathway

Motor control: Neural correlates of optimal feedback control theory

AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild

Deep learning tools for the measurement of animal behavior in neuroscience

Real-time, low-latency closed-loop feedback using markerless posture tracking

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

Pretraining boosts out-of-domain robustness for pose estimation

A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives