@inproceedings{unimambaunifiedspatialchannel, title = {UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection}, author = {Xin Jin and Haisheng Su and Kai Liu and Cong Ma and Wei Wu and Fei Hui and Junchi Yan}, year = {2025}, booktitle = {CVPR 2025 1}, eprint = {2503.12009}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.12009v2}, }