ICRA 2026 · Accepted

MACE: Mixture-of-Experts Accelerated Coordinate Encoding for Large-Scale Scene Localization and Rendering.

Mingkai Liu, Dikai Fan, Haohua Que, Haojia Gao, Xiao Liu, Shuxue Peng, Meixia Lin, Shengyu Gu, Ruicong Ye, Wanli Qiu, Handong Yao, Ruopeng Zhang, Xianliang Huang.

IEEE International Conference on Robotics and Automation (ICRA)

A preliminary version received the Best Paper Award at the Edge AI for Robotics Workshop, IROS 2025.

Cite this paper

@inproceedings{liu2026mace,
  author        = {Liu, Mingkai and Fan, Dikai and Que, Haohua and Gao, Haojia and Liu, Xiao and Peng, Shuxue and Lin, Meixia and Gu, Shengyu and Ye, Ruicong and Qiu, Wanli and Yao, Handong and Zhang, Ruopeng and Huang, Xianliang},
  title         = {{MACE}: Mixture-of-Experts Accelerated Coordinate Encoding for Large-Scale Scene Localization and Rendering},
  booktitle     = {IEEE International Conference on Robotics and Automation (ICRA)},
  year          = {2026},
  eprint        = {2510.14251},
  archivePrefix = {arXiv},
  note          = {To appear}
}

Research thread

3D scenes & robots

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