Lutong Zou

Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing

Unsupervised domain adaptive hashing transfers knowledge from labeled source domains to unlabeled target domains, addressing domain shift challenges in real-world retrieval tasks. Existing methods face two critical limitations: target domain noise severely misleads model training, and indiscriminate…