CouCE: A Unified Causal Framework for Debiased Deep Metric Learning

Xin Yuan, Zhenyang Niu, Meiqi Wan +3

Deep Metric Learning (DML) often struggles with zero-shot generalization because standard objectives inherently capture what co-occurs rather than what causes similarity. Consequen…