Lei Zhu

Do More With Less: Capacity-Aware Selective Hashing for Continual Cross-Modal Retrieval.

Although cross-modal hashing enables efficient large-scale retrieval by encoding multimodal data into compact binary representations, its fixed code length and binary nature impose a fundamental capacity constraint that hinders continual adaptation to growing data streams and emerging semantic concepts. Existing contin...