2025
Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret
CVPR 2025highlight
Label shift, which investigates the adaptation of label distributions between the fixed source and target domains, has attracted significant research interests and broad applications in offline settings. In real-world scenarios, however, data often arrives as a continuous stream. Addressing label sh…