AI RESEARCH
DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
arXiv CS.CV
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ArXi:2604.02753v1 Announce Type: new Open-vocabulary Object Detection (OVOD) enables models to recognize objects beyond predefined categories, but existing approaches remain limited in practical deployment. On the one hand, multimodal designs often incur substantial computational overhead due to their reliance on text encoders at inference time. On the other hand, tightly coupled