Memory Over Maps: 3D Object Localization Without Reconstruction

  • Timeline: 09.2025 - 03.2026
  • Paper Decision: [Accepted, Oral], IEEE ICRA 2026.
  • Proposed a novel framework for 3D object localization.
  • Leveraged foundation model memory instead of explicit map reconstruction.
  • Achieving efficient and robust localization in complex environments.