@article{espadaexecutionspeedupviasemanticsawared, title = {ESPADA: Execution Speedup via Semantics Aware Demonstration Data Downsampling for Imitation Learning}, author = {Byung-ju Kim and Jinu Pahk and Chungwoo Lee and Jaejoon Kim and Jangha Lee and Theo Taeyeong Kim and Kyuhwan Shim and Jun Ki Lee and Byoung-Tak Zhang}, year = {2025}, eprint = {2512.07371}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.07371}, }