2026
Newton-coupled Dual-Teacher Semi-supervised Learning Framework
ICML 2026poster
Most semi-supervised learning frameworks rely on a single teacher that transfers zero-order supervision through pseudo-labels, constraining the student to imitate categorical outputs without perceiving the loss geometry. This design often leads to unstable optimization and limited generalization und…