LEGS Trains 3.5x Faster Than LERF in Large-Scale Indoor Mapping
26 Feb 2026
LEGS embeds language into 3D Gaussian splats, training 3.5x faster than LERF while improving pose fidelity in large-scale indoor scenes.
Bundle Adjustment Makes or Breaks 3D Gaussian Splats, Study Finds
25 Feb 2026
LEGS matches LERF in object recall while cutting training time to 12 minutes, showing how bundle adjustment boosts 3D Gaussian splat quality.
Robots Learn to “See” With Language in Real Time Using 3D Gaussian Splatting
25 Feb 2026
A real-time robotic system that builds 3D indoor maps and localizes objects using open-vocabulary language queries and Gaussian Splatting.
New System Combines SLAM and Language Models for Online 3D Scene Mapping
25 Feb 2026
A new system merges 3D Gaussian Splatting and language models to enable real-time semantic mapping and object localization for robots.
Researchers Develop a Real-Time 3D Mapping System That Helps Robots Understand Natural Language
25 Feb 2026
A new system fuses language models with 3D Gaussian Splatting to help robots build real-time, semantic maps 3.5x faster than existing methods.