2 papers
cs.LG2026
Learning Human Health and Diseases from 24-hour Wrist Movement
Yong Wang, Dylan McGagh, Katya Broomberg +21
Much of human health and function unfolds beyond the clinic, through the movements of everyday life. Wrist-worn accelerometers capture these movements continuously, yet their rich…
cs.LG2026
Motion Capture is Not the Target Domain: Scaling Synthetic Data for Learning Motion Representations
Firas Darwish, George Nicholson, Aiden Doherty +1
Synthetic data offers a compelling path to scalable pretraining when real-world data is scarce, but models pretrained on synthetic data often fail to transfer reliably to deploymen…