RS-OPSD: Reliable Privileged On-Policy Self-Distillation for Ultra-High-Resolution Remote Sensing VQA
Published in arXiv, 2026
RS-OPSD transfers zoom-in visual privilege into the model during training, enabling fine-grained ultra-high-resolution remote sensing reasoning without additional visual search or tool calls at inference time.
Recommended citation: Chengjie Jiang, Yunqi Zhou, Jiafeng Yan, Sihang Zhao, Chun Yuan, and Jing Li. RS-OPSD: Reliable Privileged On-Policy Self-Distillation for Ultra-High-Resolution Remote Sensing VQA. arXiv, 2026.
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