Jun Hyung Lee

PMC: Build-Time Per-Modality Centroid Correction for Cross-Modal Binary-Quantized Retrieval

Approximate nearest neighbor search is a core operator in large-scale retrieval, where vector quantization is widely used to reduce memory cost. Binary quantization methods encode each dimension as a single bit, but they assume queries and database vectors share a common centroid. This assumption fails in cross-modal r...