Presentation

MAGNET: Muscle Activation Generation Networks for Diverse Human Movement
DescriptionWe introduce MAGNET (Muscle Activation Generation Networks), a scalable framework for reconstructing full-body muscle activations across diverse human movements, which also includes distilled models for solving downstream tasks or generating real-time muscle activations—even on edge devices. The efficacy is demonstrated through examples of daily life and challenging behaviors.
Event Type
Technical Paper
TimeWednesday, 13 August 20253:55pm - 4:05pm PDT
LocationWest Building, Rooms 220-222
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Wednesday, 13 August 20253:45pm - 5:35pm PDTWest Building, Rooms 220-222
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Registration Categories
Full Conference
Virtual Access
Wednesday