Chaeyeon Sung

Class-Aware Queries for Robust Multi-View 3D Object Detection

Query-based multi-view 3D object detectors typically rely on a fixed set of learnable queries that jointly predict object categories and locations. However, encoding both semantic and geometric information within a shared query embedding leads to representational conflicts, limiting optimization. Wh…