Longer Records, Broader Invariance: The Hidden Scaling Problem in Longitudinal Contrastive Learning.

arXiv:2609.36409v1 Announce Type: cross Abstract: Longitudinal data are valuable because people change. Yet the objectives used to learn from these data can inadvertently erase that change. In person-level contrastive learning, observations from the same perso