OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion

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MR-GDINO: efficient open-world continual object detection

B Dong, Z Huang, G Yang, L Zhang, W Zuo - arxiv preprint arxiv …, 2024 - arxiv.org
Open-world (OW) recognition and detection models show strong zero-and few-shot
adaptation abilities, inspiring their use as initializations in continual learning methods to …
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LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models

S Fu, Q Yang, Q Mo, J Yan, X Wei, J Meng… - arxiv preprint arxiv …, 2025 - arxiv.org
Recent open-vocabulary detectors achieve promising performance with abundant region-
level annotated data. In this work, we show that an open-vocabulary detector co-training with …
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