2026
DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
ICLR 2026poster
Open-Vocabulary Object Detection (OVOD) plays a critical role in autonomous driving and human-computer interaction by enabling perception beyond closed-set categories. However, current approaches predominantly rely on multimodal fusion, facing dual limitations: multimodal fusion methods incur heavy…