Latest Research in Robotics

23 research papers · 2026 median publication year

Top Research Topics in Robotics

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. RIM: A Retrieval-In-Matching Framework for Cross-Domain Global Visual Localization of UAVs
  4. Exploring 2D backbone effects for indoor semantic occupancy prediction
  5. CALIPER: Metric-Grounded Model-Free Recognition of Visually Similar Industrial Parts
  6. FastMap: Real-Time Semantic Map Completion via Bitwise Masked Modeling
  7. MindTopo: Can Foundation Models Reason in Topological Space?
  8. What Symmetry Buys a Learned Motion Planner
  9. Global Optimization Framework for Automated Low-Thrust Gravity-Assist Trajectory Design
  10. Voxeland: Probabilistic Instance-Aware Semantic Mapping with Evidence-based Uncertainty Quantification
  11. DualPathOcc: Dual-Resolution BEV Encoder for 3D Occupancy Prediction
  12. Out-of-Distribution Semantic Occupancy Prediction
  13. VoxelFix: Post-Hoc Semantic Correction of Completed 3D Voxel Maps
  14. Fast-BEV++: Fast by Algorithm, Deployable by Design
  15. FlexMap: Robust HD Map Construction under Flexible Camera Configurations
  16. Understanding Autonomous Driving Datasets by Describing Differences between Image Subsets in Natural Language
  17. FlatLands: Generative Floormap Completion From a Single Egocentric View
  18. GEM: Generating LiDAR World Model via Deformable Mamba
  19. MobileOcc: A Human-Aware Semantic Occupancy Dataset for Mobile Robots
  20. OPUS-V2: Bridging the Gap between Sparse Points and Dense Voxels
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L3 Region - - 2026 Sep Q3

Robotics

23 papers

Top Topics (4)

Computer Vision and Pattern Recognition16
Robotics5
Artificial Intelligence1
Optimization 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.RIM: A Retrieval-In-Matching Framework for Cross-Domain Global Visual Localization of UAVs4.Exploring 2D backbone effects for indoor semantic occupancy prediction5.CALIPER: Metric-Grounded Model-Free Recognition of Visually Similar Industrial Parts6.FastMap: Real-Time Semantic Map Completion via Bitwise Masked Modeling7.MindTopo: Can Foundation Models Reason in Topological Space?8.What Symmetry Buys a Learned Motion Planner9.Global Optimization Framework for Automated Low-Thrust Gravity-Assist Trajectory Design10.Voxeland: Probabilistic Instance-Aware Semantic Mapping with Evidence-based Uncertainty Quantification11.DualPathOcc: Dual-Resolution BEV Encoder for 3D Occupancy Prediction12.Out-of-Distribution Semantic Occupancy Prediction13.VoxelFix: Post-Hoc Semantic Correction of Completed 3D Voxel Maps14.Fast-BEV++: Fast by Algorithm, Deployable by Design15.FlexMap: Robust HD Map Construction under Flexible Camera Configurations16.Understanding Autonomous Driving Datasets by Describing Differences between Image Subsets in Natural Language17.FlatLands: Generative Floormap Completion From a Single Egocentric View18.GEM: Generating LiDAR World Model via Deformable Mamba19.MobileOcc: A Human-Aware Semantic Occupancy Dataset for Mobile Robots20.OPUS-V2: Bridging the Gap between Sparse Points and Dense Voxels
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