@article{premanipulationalignmentpredictionwithpa, title = {Pre-Manipulation Alignment Prediction with Parallel Deep State-Space and Transformer Models}, author = {Motonari Kambara and Komei Sugiura}, year = {2025}, eprint = {2509.13839}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.13839}, }