Open-vocabulary object detection via Neighboring Region Attention Alignment

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Sunyuan Qiang, Xianfei Li, Yanyan Liang, Wenlong Liao, Tao He, Pai Peng

Published: 2025, Last Modified: 11 Nov 2025Eng. Appl. Artif. Intell. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Propose the neighboring region attention mechanism for token interaction.•Integrate token interactions into the detection head to enhance contrastive alignment.•The model improves open-vocabulary detection performance across benchmarks.