REAL-OW: Rehearsal-free Open World Object Detection with Low-Rank Adaptation and Dual-Stage Objectness Modeling

@misc{zhang2026realow,
  title = {REAL-OW: Rehearsal-free Open World Object Detection with Low-Rank Adaptation and Dual-Stage Objectness Modeling},
  author = {Hua-Zhong Zhang and Xiaowen Fu and Yang Zhang and Lin-Lin Shen and Jinbao Wang},
  year = {2026},
  eprint = {2607.03004},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.03004},
}