Rethinking Multi-Modal Point Cloud Completion: Query-Aware Gating Attention and Gramian Volume Alignment
Query-Aware Gating Gramian Alignment (QGGA), a framework for multi-modal completion that employs a novel query-dependent bidirectional attention mechanism to dynamically filter information flows between modalities and adaptively regulate fusion intensity, is proposed.