Latest Research in Spatial Navigation Intelligence

61 research papers · 2026 median publication year

Top Research Topics in Spatial Navigation Intelligence

Highest-Cited Papers

  1. SlugTrails: An Egocentric Benchmark for Floor Plan Localization in Large Buildings
  2. Depth-Only Open-Vocabulary 3D Semantic Segmentation For Privacy-Preserving Robotic Applications
  3. Multi-View Mixture-of-Experts with Vision-Language Reranking for Cross-View Object Geo-Localization
  4. RIM: A Retrieval-In-Matching Framework for Cross-Domain Global Visual Localization of UAVs
  5. Spheriverse: 3D Scene Understanding from Spherical Observations in the Wild
  6. A Tutorial on Physical AI from a Multimedia Perspective: Part I Isaac Sim Simulation Platform
  7. Exploring 2D backbone effects for indoor semantic occupancy prediction
  8. NeuroSymbEAD: A Large Scale Neuro-Symbolic Caption Dataset for Omni-Directional Embodied Autonomous Driving
  9. CALIPER: Metric-Grounded Model-Free Recognition of Visually Similar Industrial Parts
  10. Valerant: An Automatic Navigable Game Map Generator via Action-Conditioned World Model Exploration
  11. GeoMetric: Injecting Metric Geographic Structure into Worldwide Image Geo-Localization
  12. An Equivariant Filter for Spacecraft Nonlinear Relative Navigation with Range and Bearing Measurements
  13. FastMap: Real-Time Semantic Map Completion via Bitwise Masked Modeling
  14. MindTopo: Can Foundation Models Reason in Topological Space?
  15. What Symmetry Buys a Learned Motion Planner
  16. MotionScape: A Motion-Stratified UAV Video Benchmark for World Modeling and Future Video Generation
  17. DXPR: Depth-Based Vision-LiDAR Cross-Modal Place Recognition Using Vision Foundation Models
  18. Efficient Iteration Adjustment Method for Solving Optimal Multiple-Impulse Rendezvous
  19. Field validation of a decoder-only Transformer for multi-actuator greenhouse control via imitation learning
  20. LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

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L2 Region - - 2026 Sep Q3

Spatial Navigation Intelligence

61 papers

Top Topics (10)

Computer Vision and Pattern Recognition42
Robotics5
Artificial Intelligence3
Systems and Control2
Air Quality Monitoring and Forecasting2
Human Motion and Animation1
Spacecraft Dynamics and Control1
Greenhouse Technology and Climate Control1
Optimization and Control1
Space Satellite Systems and Control1

Top Publications (20)

1.SlugTrails: An Egocentric Benchmark for Floor Plan Localization in Large Buildings2.Depth-Only Open-Vocabulary 3D Semantic Segmentation For Privacy-Preserving Robotic Applications3.Multi-View Mixture-of-Experts with Vision-Language Reranking for Cross-View Object Geo-Localization4.RIM: A Retrieval-In-Matching Framework for Cross-Domain Global Visual Localization of UAVs5.Spheriverse: 3D Scene Understanding from Spherical Observations in the Wild6.A Tutorial on Physical AI from a Multimedia Perspective: Part I Isaac Sim Simulation Platform7.Exploring 2D backbone effects for indoor semantic occupancy prediction8.NeuroSymbEAD: A Large Scale Neuro-Symbolic Caption Dataset for Omni-Directional Embodied Autonomous Driving9.CALIPER: Metric-Grounded Model-Free Recognition of Visually Similar Industrial Parts10.Valerant: An Automatic Navigable Game Map Generator via Action-Conditioned World Model Exploration11.GeoMetric: Injecting Metric Geographic Structure into Worldwide Image Geo-Localization12.An Equivariant Filter for Spacecraft Nonlinear Relative Navigation with Range and Bearing Measurements13.FastMap: Real-Time Semantic Map Completion via Bitwise Masked Modeling14.MindTopo: Can Foundation Models Reason in Topological Space?15.What Symmetry Buys a Learned Motion Planner16.MotionScape: A Motion-Stratified UAV Video Benchmark for World Modeling and Future Video Generation17.DXPR: Depth-Based Vision-LiDAR Cross-Modal Place Recognition Using Vision Foundation Models18.Efficient Iteration Adjustment Method for Solving Optimal Multiple-Impulse Rendezvous19.Field validation of a decoder-only Transformer for multi-actuator greenhouse control via imitation learning20.LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

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