@article{taskrelevantandirrelevantregionawareaugm, title = {Task-Relevant and Irrelevant Region-Aware Augmentation for Generalizable Vision-Based Imitation Learning in Agricultural Manipulation}, author = {Shun Hattori and Hikaru Sasaki and Takumi Hachimine and Yusuke Mizutani and Takamitsu Matsubara}, year = {2026}, eprint = {2603.04845}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.04845}, }