@article{unlockingthepotentialofgroundingdinoinvi, title = {Unlocking the Potential of Grounding DINO in Videos: Parameter-Efficient Adaptation for Limited-Data Spatial-Temporal Localization}, author = {Zanyi Wang and Fan Li and Dengyang Jiang and Liuzhuozheng Li and Yunhua Zhong and Guang Dai and Mengmeng Wang}, year = {2026}, eprint = {2604.12346}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.12346}, }