@article{reconstructionmatterslearninggeometryali, title = {Reconstruction Matters: Learning Geometry-Aligned BEV Representation through 3D Gaussian Splatting}, author = {Yiren Lu and Xin Ye and Burhaneddin Yaman and Jingru Luo and Zhexiao Xiong and Liu Ren and Yu Yin}, year = {2026}, eprint = {2603.19193}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.19193}, }