V. K. Kurmi

Query-Aware Token Budgeting for Efficient Late-Interaction Visual Document Retrieval

Results show that late-interaction visual retrieval benefits from query-aware allocation rather than query-agnostic pooling alone, and identifies token top-k for interactive retrieval and the naive greedy implementation as a quality upper envelope.